Introduction

Github repository containing notebook and important plots: <br GitHubP1

Problem

In this project we are first presented the Franke function:
$$ f_1(x,y) = 0.75e^{-(0.25(9x-2)^2-0.25(9y-2)^2} \\ f_2(x,y) = 0.75e^{-\frac{(9x+1)^2}{49.0}-0.1(9y+1)} \\ f_3(x,y) = 0.5e^{-\frac{(9x-7)^2}{4.0}-0.25(9y-3)^2} \\ f_4(x,y) = -0.2e^{-(9x-4)^2-(9y-7)^2} \\ f(x,y) = f_1(x,y)+f_2(x,y)+f_3(x,y)+f_4(x,y) $$

where $f(x,y)$ is the Franke function, on the intervals $x\in[0,1]$ and $y\in[0,1]$.
To properly show this surface, a meshgrid of values between zero and one were made, and the Franke function evaluated at all points.
In exercises 1-5, we are exploring regression methods; ordinary least squares (henceforth referred to as OLS), Ridge, and Lasso methods, applied on a training data set of the Franke function to see if we can model the data in the function.
More precisely, we assume that the data is given by
$$ z = f(x,y) + \epsilon, $$ where we assume that $\epsilon \sim \mathcal{N}(0,\sigma)$ is normally distributed with zero mean and a standard deviation of $\sigma$.
We are trying to make a polynomial fit to this data, with maximal degree k: $$ \tilde{f}(x,y) = \sum_{i=0}^k\sum_{j=0}^i \beta_{n}x^{i-j}y^j, $$ where $n\in[0, \frac{(k+1)(k+2)}{2}-1]\in\mathbb{N}$, and the $\beta_n$'s are the weights. which can be rewritten like $$ \tilde{f}(\mathbf{m}) = \mathbf{m^T}\mathbf{\beta}. $$ Here $\mathbf{m}$ are all the elements of the polynomial: $$ \mathbf{m^T} = [1, x, y, x^2, xy, y^2, \dots, xy^{k-1}, y^k], $$ and $\mathbf{\beta}$ are the corresponding weights: $$ \mathbf{\beta^T} = [\beta_0, \beta_1, \dots, \beta_p], $$ where $p = \frac{(k+1)(k+2)}{2}-1$.

Making our design matrix

We are using $N_x$ values for x and $N_y$ values for y. The design matrix is made by using all the different arguments in our dataset, and setting their values into $\mathbf{m^T}$. For us, that is a meshgrid, so for any value of x there are $N_y$ values of y, and for any value of y there are $N_x$ values of x. Everytime we insert a different set of values, we make a row in the design matrix. Our design matrix will therefore have dimensions $(N_xN_y)\times (p+1)$. The design matrix will look something like this: $$ X = \begin{vmatrix} 1 & x_1 & y_1 & x_1^2 & \dots & x_1y_1^{p-1} & y_1^{p} \\ 1 & x_1 & y_2 & x_1^2 & \dots & x_1y_2^{p-1} & y_2^{p} \\ 1 & x_1 & y_3 & x_1^2 & \dots & x_1y_3^{p-1} & y_3^{p} \\ \vdots & \vdots & \vdots & \vdots & \vdots & \vdots & \vdots \\ 1 & x_{N_x} & y_{N_y-2} & x_{N_x}^2 & \dots & x_{N_x}y_{N_y-2}^{p-1} & y_{N_y-2}^p \\ 1 & x_{N_x} & y_{N_y-1} & x_{N_x}^2 & \dots & x_{N_x}y_{N_y-1}^{p-1} & y_{N_y-1}^p \\ 1 & x_{N_x} & y_{N_y} & x_{N_x}^2 & \dots & x_{N_x}y_{N_y}^{p-1} & y_{N_y}^p \\ \end{vmatrix} $$

Why do we make this matrix?

We want $\tilde{f}(\mathbf{X})$ to be as close to z as possible, even for data we haven't trained on. What will be done in this project, is that a dataset (z) will be created, then a design matrix will be made based on the input to the function that created the dataset. Then the dataset and the design matrix will be split into a training set and a test set (ratio = 4:1). The values of the training and testing sets will be randomly picked. What will happen now is that the values of beta that creates an $\tilde{f}$ that is as close to the dataset as possible, based on the training set.

How do we measure proximity to dataset?

Here is where the cost function comes in. The cost function calculates the squared of the distance between the points in the dataset and the fitted function: $$ C(\beta) = \sum_{i=0}^N(z_i-\tilde{f}_i)^2, $$ where $N$ is the number of values in z we are calculating the proximity to. To minimize this function, we find the derivate with respect to $\beta$ and set it equal zero:
$$ \frac{dC}{d\mathbf{\beta}} = \frac{d}{d\mathbf{\beta}}(\mathbf{z}^2-2X^T\mathbf{\beta}\mathbf{z}+ \mathbf{\beta^T}XX^T\mathbf{\beta}) = 0, $$ which yields our favourite ordinary least squares $\beta$: $$ \beta = (X^TX)^{-1}X^T\mathbf{z}. $$ The $\beta$ calculated based on the training set of the design matrix and the training set of z will then be applied to try and predict the values in the testing set of z, by using $\tilde{f}$: $$ \tilde{f} = X_{test}\beta. $$

Methods used

Ordinary least squares

Above the cost-function is what in mathematics is called the $L_2$-norm of the difference between the two vectors $\mathbf{z}$ (dataset) and $X^T\mathbf{\beta}$ (model), and we seek to minimize this norm. This leads to ordinary least squares method, written mathematically like this: $$ \mathbf{\beta}_{OLS} = arg min_{\mathbf{\beta}\in\mathbb{R}^p}||\mathbf{z}-X\mathbf{\beta}||_2^2, $$ where we calculate the $\mathbf{\beta}_{OLS}$ using the training set of z and X, and then apply it on our test set to see if it is a good predictor of the data behaviour. As we saw above this leads to $\mathbf{\beta}$ being equal to: $$ \mathbf{\beta}_{OLS} = (X^TX)^{-1}X^T\mathbf{z}. $$

Ridge regression

The Ridge regression method adds something called a regularization parameter $\lambda$, which is multiplied with the $L_2$-norm of $\mathbf{\beta}$. It will be added to the $L_2$-norm of the difference between the datapoints and the feature matrix multiplied with $\mathbf{\beta}$:
$$ \mathbf{\beta}_{Ridge} = argmin_{\mathbf{\beta}\in\mathbb{R}^p}||\mathbf{z}-X\mathbf{\beta}||_2^2+\lambda||\mathbf{\beta}||_2^2, $$ To minimize this function we again apply derivation with respect to beta, and set it equal to 0. This is very similar to the OLS-method, but now we will have an additional element: $$ \frac{dC(\mathbf{\beta})}{d\mathbf{\beta}} = \frac{d}{d\mathbf{\beta}}(\mathbf{z}^2-2X^T\mathbf{\beta}\mathbf{z}+ \mathbf{\beta^T}XX^T\mathbf{\beta} + \lambda\mathbf{\beta}^T\mathbf{\beta}) = 0 $$ which further becomes: $$ X^T\mathbf{z} = (XX^T+\lambda I)\mathbf{\beta}, $$ which in turn yields $\mathbf{\beta}_{Ridge}$: $$ \mathbf{\beta}_{Ridge} = (X^TX+\lambda I)^{-1}X^T\mathbf{z}. $$ This will be applied in the exactly same manner as the OLS-regression method: Use training sets to find $\mathbf{\beta}_{Ridge}$ and then use it on $X_{test}$ to find a prediction for $\mathbf{z}_{test}$.

LASSO regression

LASSO is an acronym, and stands for Least Absolute Shrinkage and selection operator. It also uses a regularization parameter, but this time it's multiplied with the $L_1$-norm of $\mathbf{\beta}$, and thus the expression we want to minimize, and thus find the optimal $\mathbf{\beta}$, becomes: $$ \mathbf{\beta}_{Lasso} = argmin_{\mathbf{\beta}\in\mathbb{R}^p}||\mathbf{z}-X\mathbf{\beta}||_2^2+\lambda||\mathbf{\beta}||_1. $$ The $L_1$-norm is just the sum of the absolute values of the parameters of $\mathbf{\beta}$. You can make conditional statements about the behaviour of this function, but we won't go into it here. We used the module scikit-learn, which has the LASSO function built in, when we wanted to perform LASSO regression.

Measuring error between predictions and dataset

We will use something that is similar to the cost function itself to measure error, namely the mean-squared error. The mean-squared error finds the distance between the values of the dataset and the prediction, squares it, then divides by the number of datapoints: $$ MSE(z, \tilde{f}) = \frac{1}{N}\sum_{i=0}^{N-1} (z_i-\tilde{f}_i)^2. $$ Another useful tool to measure the error is $R^2$-score, which is defined as: $$ R^2 = 1 - \frac{SS_{res}}{SS_{tot}}, $$ where $SS_{res}$ is the sum of squares of of the difference between the model and the data (the sum of squares of residuals), and $SS_tot$ is the total sum of squares, the data minus the mean of the data squared: $$ R^2 = 1 - \frac{\sum_{i=0}^{N-1}(z_i-\tilde{f}_i)^2}{\sum_{i=0}^{N-1}(z_i-\bar{z})^2} $$

Feature scaling

All scaling done in this project is of the form:
For the features:
$ x' = x-\bar{x},$
where $x'$ is the column vector minus its mean.
For the response variables:
$ z' = z - \bar{z},$
where $z'$ is the response vector minus its mean.

Resampling techniques

The central limit theorem states that if you sample a large number of times from the same dataset, your estimates on the samples from this dataset becomes normally distributed in the limit where the number of resamplings goes to infinity. This is why we resample, we want to find estimates for the errors in our calculations.

The Bootstrap resampling technique

The Bootstrap resampling technique simply resamples randomly with replacement(!) from the dataset a specific number of times, let's say n, and then we perform our calculations for each iteration. Take the mean-squared error, for example. For each iteration of resampling, we calculate the mean-squared error. When is looped over all iterations, we just calculated the mean of the mean-squared error : $$ \bar{MSE} = \frac{1}{n}\sum_{i=0}^{n}MSE_i. $$ Further we could find the standard deviation of this mean-squared error: $$ \sigma_{MSE} = \sqrt{\sum_{i=0}^{n}(MSE_i-\bar{MSE})^2}. $$ From this point we could get a confidence interval. We must keep in mind though, that we are not actually finding the true normal distribution, as we are not resampling an infinite amount of times, but we can get an estimate for the confidence interval, the mean and it's variance. This can be generalized to any property of the dataset we would like to calculate.

k-fold cross-validation technique

We have a dataset, and the k-fold cross-validation technique, splits this dataset into k folds. Each fold gets to be the test set once, and thus gets to be the training set k-1 times. For each k, we calculate the property we want to examine, and after all folds have had its run, we just take the mean of these calculations. This is done to validate our calculations.

Results from exercise 4 and 5

Comparison of MSE and R2-score

Ridge regression on dataset created through Franke function

In the figure below, a contour map of the MSE against lambda and polynomial degree is plotted. The lambdas are $\lambda=10^i$ for all integers i from -15 to 5. The degree of the polynomial is the other axis, which ranges from 0 to 19. The number of datapoints in the meshgrid is 1024. The figure will be in the Github-repository linked to in the introduction.

The optimal parameters was found to be $\lambda_{optimal}=10^{-5}$ and a degree of the polynomial of 15. The 95 % confidence interval of the minimum of $MSE_{Ridge}$ is $$ MSE_{Ridge} = 8.83\dot 10^{-3} \pm 0.93\dot 10^{-3} $$ Best R2: 0.8777741112024953, std: 0.006536959537957135 and the best R2: $$ R2_{Ridge} = 0.878 \pm 0.007 $$

Lasso regression on dataset created through Franke function

There is a contour plot in the Github-repository linked to in the introduction. Exactly the same procedure as for the Ridge regression, the optimal parameters lambda and degree of polynomial was found. The optimal parameters were $\lambda=10^{-3}$ and polynomial degree of 16. They yielded the 95% confidential interval for the MSE:
$$ MSE_{LASSO} = 9.269\dot 10^{-2} \pm 1.5\dot 10^{-4} $$ and the R2-score wasn't recorded in time.

Results and discussion of exercise 6

Data preparation

The terrain data used in exercise 6 is one of the example terrains from Norway: SRTM_data_Norway_1.tif. The data had to be cut significantly for us to be able to process the data in a reasonable time. The terrain has been reduced from a 3601x1801 matrix to a 30x30 matrix, giving us 900 datapoints to work with.

Results

OLS

When studying the OLS against the degree of polynomial fit, using the bootstrap resampling technique with 100 iterations of resampling, we found that the minimum MSE was when we tried fitting the data to a polynomial of degree 17. The magnitude of the MSE was 6.4, but the variance was large. Therefore, the confidence interval of the MSE using 100 bootstrap resamplings is $$ MSE_{OLS} = 6.4 \pm 13.1. $$ The R2-score was calculated to be 0.992, but variance wasn't calculated. The reason we didn't increase the number of resampling iterations is due to the enormous amount of time it would take to run the LASSO fit with that number of iterations, and we would like to compare.

Ridge

When studying the Ridge, we wanted first to find the optimal parameters for it. Therefore, we ran a bootstrap resample with 100 iterations, calculating MSE and R2 for each iteration, on all $\lambda=10^i$, for all integers i in the range $[-15, 5]$, and for each value of lambda we checked all polynomial degrees in the range $[0, 19]$. We have a contourplot for this in the figure below. We found the lowest MSE to be when $\lambda=10^{-8}$ and the degree of the polynomial to be 19. Here we found that the 95% confidence interval of the MSE value was: $$ MSE_{Ridge} = 16.1 \pm 2.3. $$ The 95% confidence interval of the R2-score: $$ R2_{Ridge}0.9830 \pm 0.0025 $$ Contourplot of MSE using Ridge regression with parameters lambda and degree of polynomial is shown in the figure named BestlambdadegreeRidgeTERRAIN_N_30.png, in the Github-repo.

Lasso

For Lambda, we used the same procedure as for Ridge, with same intervals for $\lambda$ and the same range for the degree of the polynomial. The contourplot is shown in figure {ref}. The lowest MSE was found to be when $\lambda=10^{-}$ and the degree of the polynomial was . Here we found the 95% confidence interval of the MSE to be: $$ MSE_{LASSO} = 22.0 + 1.4 $$ The R2-score was calculated to be 0.9720, unknown standard deviation, but probably low as the standard deviation in the MSE is so small compared to the mean. Contourplot of MSE using Lasso regression with parameters lambda and degree of polynomial is shown in the figure named BestlambdadegreeLassoTerrain_N_30.png, in the Github-repo.

Importing needed libraries and functions

#imports
import os
import numpy as np
from sklearn.model_selection import train_test_split
import sklearn.linear_model as skl
from sklearn.linear_model import LinearRegression
from sklearn.linear_model import Ridge
from sklearn.linear_model import Lasso
from sklearn.metrics import mean_squared_error, r2_score, mean_absolute_error
from sklearn.preprocessing import MinMaxScaler, StandardScaler, Normalizer
import matplotlib 
matplotlib.rcParams['text.usetex']=True
import matplotlib.pyplot as plt
from sklearn.utils import resample
from mpl_toolkits.mplot3d import Axes3D
import matplotlib.pyplot as plt
from matplotlib import cm
from matplotlib.ticker import LinearLocator, FormatStrFormatter
from random import random, seed
from sklearn.model_selection import KFold 
from sklearn.model_selection import cross_val_score
from sklearn.preprocessing import PolynomialFeatures

# Where to save the figures and data files
PROJECT_ROOT_DIR = "Results2"
FIGURE_ID = "Results2/FigureFiles"
DATA_ID = "DataFiles2/"

if not os.path.exists(PROJECT_ROOT_DIR):
    os.mkdir(PROJECT_ROOT_DIR)

if not os.path.exists(FIGURE_ID):
    os.makedirs(FIGURE_ID)

if not os.path.exists(DATA_ID):
    os.makedirs(DATA_ID)

def image_path(fig_id):
    return os.path.join(FIGURE_ID, fig_id)

def data_path(dat_id):
    return os.path.join(DATA_ID, dat_id)

def save_fig(fig_id):
    plt.savefig(image_path(fig_id) + ".png", format='png')

Useful functions

# Calculates value of Franke function
def FrankeFunction(x,y):
    term1 = 0.75*np.exp(-(0.25*(9*x-2)**2) - 0.25*((9*y-2)**2))
    term2 = 0.75*np.exp(-((9*x+1)**2)/49.0 - 0.1*(9*y+1))
    term3 = 0.5*np.exp(-(9*x-7)**2/4.0 - 0.25*((9*y-3)**2))
    term4 = -0.2*np.exp(-(9*x-4)**2 - (9*y-7)**2)
    return term1 + term2 + term3 + term4

# Creates design matrix
def create_X(x, y, n ):
	if len(x.shape) > 1:
		x = np.ravel(x)
		y = np.ravel(y)

	N = len(x)
	l = int((n+1)*(n+2)/2)		# Number of elements in beta
	X = np.ones((N,l))

	for i in range(1,n+1):
		q = int((i)*(i+1)/2)
		for k in range(i+1):
			X[:,q+k] = (x**(i-k))*(y**k)

	return X

# Calculates R²-score
def R2(y_data, y_model):
    return 1 - np.sum((y_data - y_model) ** 2) / np.sum((y_data - np.mean(y_data)) ** 2)

# Calculates mean squared error
def MSE(y_data,y_model):
    n = np.size(y_model)
    return np.sum((y_data-y_model)**2)/n

# Calculates OLS beta
def OLS_beta(X, z): 
    beta = np.linalg.pinv(X.T @ X) @ X.T @ z
    return beta

# Calculates confidence interval
def confidence_interval(var_beta, z, beta_best):
    CI = []
    for i in range(len(beta_best)):
        CI.append((beta_best[i] - z * np.sqrt(var_beta[i]),beta_best[i] + z * np.sqrt(var_beta[i])))

    return CI

EXERCISE 1

Ordinary Least Square (OLS) on the Franke function.

Finding which polynomial fit to use

Here OLS is implemented for 40 data points with and without noise and up to 5th degree polynomial. As shown below, due to the lack of a spike in MSE, the model does not overfit since the number of data points is a much larger value compared to the maximum degree. Overfitting may be observed in the following scenarios:

1) Decreasing the number of data

2) Increasing the max degree

We tried the second one and increased the max degree of polynomial.

Overfitting:

Overfitting transpires when the model makes an almost perfect fit for your train data and fits almost every point so the model can only predict the train data perfectly and can no longer predict a new set of data. Basically, your model is supposed to grasp the general patten of the data so it can predict the new batch of data with the same pattern. but overfitting means getting lost in the detail of the training data.

To prevent overfitting we can watch out for MSE of the test data. Generally, larger degree of polynomila result in better MSE because the model tries fits the data points better. The model goes put of its way to fit the points. As we can for degree = 0 the fit is linear and the simplest model (underfitting). The more complex the model the better MSE. But we have to look out for overfitting.

We calculate MSE for train and test for each polynomial degree and plot it to investigate. It is clear in the plots that after a certain polynomial degree the MSE for test start to divert from the train and gets worst while the train gets better and better. So the minimum test MSE before overfitting is actualy the best model. It can olso be obsered with $R^{2}$ score as it goes to 1 with higher polynomial degree.

Plots

The two groups of plots below, one group contains up to fifth order polynomial which leads to no visible overfitting and the other contains up to 42nd order. We show the scaling without noise up to fifth order polynomial and due to the very slight or no difference between scaled and non-scaled data we decided to make the following plots.

Without noise: Scaled and non-scaled up to 5th order polynomial

With noise: Scaled and non-scaled up to 42nd order polynomial

1.1 Without noise: Scaled and non-scaled up to 5th order polynomial

1.1.1 Scaled up to 5th order polynomial

Here we can see that without noise the scaling has no effect on MSE or $R^{2}$.

np.random.seed(3155)

N = 40 # The meshgrid will contain NxN points
maxdegree = 6
# Picking out N randomized (uniform distribution) values of x and y between 0 and 1
ax_row = np.random.uniform(0, 1, size=N) 
ax_col = np.random.uniform(0, 1, size=N)
# Sorting the values by value
ind_sort_row = np.argsort(ax_row)
ind_sort_col = np.argsort(ax_col)

ax_row_sorted = ax_row[ind_sort_row]
ax_col_sorted = ax_col[ind_sort_col]
x = np.sort(np.random.uniform(0, 1, N))
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
# Creating a meshgrid of the sorted x and y-values
colmat, rowmat = np.meshgrid(ax_col_sorted, ax_row_sorted)

# Added noise to the meshgrid
noise_str = 0.0
noise = np.random.randn(N, N)

# Calculating the value of the z-values on the meshgrid.
z = FrankeFunction(colmat, rowmat) + noise_str * noise  
#z = FrankeFunction(mx, my) + noise_str * noise
# Changing the dim of z from a meshgrid to a one-dim array. 
z = z.ravel() 

# Initiating storage vectors for calculations interesting to us
MSE_test = np.zeros(maxdegree)
MSE_train = np.zeros(maxdegree)
R2_test = np.zeros(maxdegree)
R2_train = np.zeros(maxdegree)
degrees = np.zeros(maxdegree)


for i in range(maxdegree): 
    degrees[i] = i
    X = create_X(colmat, rowmat, n=i)
    #X = create_X(mx, my, n=i)
    X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)
    # Scaling
    X_train_mean = np.mean(X_train, axis=0); z_train_mean = np.mean(z_train, axis=0)
    X_train_mean = np.mean(X_train, axis=0); z_train_mean = np.mean(z_train, axis=0)
    X_train -= X_train_mean; X_test -= X_train_mean; z_train -= z_train_mean; z_test -= z_train_mean
    # Calculating beta and variances. 
    beta = np.linalg.pinv(X_train.T @ X_train) @ X_train.T @ z_train
    var_beta = np.diagonal(np.linalg.pinv(X_train.T @ X_train))
    ztilde = X_train @ beta
    zpred = X_test @ beta
    #print("Beta %1d :" % (i+1))
    #print(beta)
    #print("Variance beta %1d :" % (i+1))
    #print(var_beta)
    
    MSE_test[i] = MSE(z_test, zpred)
    MSE_train[i] = MSE(z_train, ztilde)
    R2_test[i] = R2(z_test, zpred)
    R2_train[i] = R2(z_train, ztilde)

# Printing out which polynomial degree that has the lowest MSE

print("Degree of lowest MSE: {}".format(np.argmin(MSE_test)))
print("Minimal MSE: {:e}".format(min(MSE_test)))
print("Best R2-score: {}".format(max(R2_test)))
print("Degree of best R2: {}".format(np.argmax(R2_test)))

plt.subplot(2,1,1)

plt.plot(degrees, MSE_test, label="MSE test")
plt.plot(degrees, MSE_train, label="MSE train")
plt.xlabel("Degree of polynomial fit")
plt.ylabel("Mean squared error")
plt.legend()
plt.show()

plt.subplot(2,1,2)

plt.plot(degrees, R2_test, label="R2-score test")
plt.plot(degrees, R2_train, label="R2-score train")
plt.xlabel("Degree of polyfit")
plt.ylabel("R2-score")
plt.legend()
plt.show()

zplot = X @ beta

z = z.reshape(N, N)
zplot = zplot.reshape(N, N)

fig = plt.figure()

# Plot of Franke function surface
ax = fig.add_subplot(1, 2, 1, projection='3d')
surf = ax.plot_surface(rowmat, colmat, z, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Franke')

# Plot of surface that calculated through regression
ax = fig.add_subplot(1, 2, 2, projection='3d')
surf = ax.plot_surface(rowmat, colmat, zplot, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Fitted Franke')

plt.show()

Degree of lowest MSE: 5
Minimal MSE: 1.689466e-03
Best R2-score: 0.9791398982941494
Degree of best R2: 5

1.1.2 Not scaled up to 5th order polynomial

np.random.seed(3155)

N = 40 # The meshgrid will contain NxN points
maxdegree = 6
# Picking out N randomized (uniform distribution) values of x and y between 0 and 1
ax_row = np.random.uniform(0, 1, size=N) 
ax_col = np.random.uniform(0, 1, size=N)
# Sorting the values by value
ind_sort_row = np.argsort(ax_row)
ind_sort_col = np.argsort(ax_col)

ax_row_sorted = ax_row[ind_sort_row]
ax_col_sorted = ax_col[ind_sort_col]
x = np.sort(np.random.uniform(0, 1, N))
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
# Creating a meshgrid of the sorted x and y-values
colmat, rowmat = np.meshgrid(ax_col_sorted, ax_row_sorted)

# Added noise to the meshgrid
noise_str = 0.0  
noise = np.random.randn(N, N)

# Calculating the value of the z-values on the meshgrid.
z = FrankeFunction(colmat, rowmat) + noise_str * noise  
#z = FrankeFunction(mx, my) + noise_str * noise
# Changing the dim of z from a meshgrid to a one-dim array. 
z = z.ravel() 

# Initiating storage vectors for calculations interesting to us
MSE_test = np.zeros(maxdegree)
MSE_train = np.zeros(maxdegree)
R2_test = np.zeros(maxdegree)
R2_train = np.zeros(maxdegree)
degrees = np.zeros(maxdegree)


for i in range(maxdegree): 
    degrees[i] = i
    X = create_X(colmat, rowmat, n=i)
    #X = create_X(mx, my, n=i)
    X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)
    # Scaling
    #X_train_mean = np.mean(X_train, axis=0); z_train_mean = np.mean(z_train, axis=0)
    #X_train -= X_train_mean; X_test -= X_train_mean; z_train -= z_train_mean; z_test -= z_train_mean
    # Calculating beta and variances. 
    beta = np.linalg.pinv(X_train.T @ X_train) @ X_train.T @ z_train
    var_beta = np.diagonal(np.linalg.pinv(X_train.T @ X_train))
    ztilde = X_train @ beta
    zpred = X_test @ beta
    #print("Beta %1d :" % (i+1))
    #print(beta)
    #print("Variance beta %1d :" % (i+1))
    #print(var_beta)
    
    MSE_test[i] = MSE(z_test, zpred)
    MSE_train[i] = MSE(z_train, ztilde)
    R2_test[i] = R2(z_test, zpred)
    R2_train[i] = R2(z_train, ztilde)

# Printing out which polynomial degree that has the lowest MSE

print("Degree of lowest MSE: {}".format(np.argmin(MSE_test)))
print("Minimal MSE: {:e}".format(min(MSE_test)))
print("Best R2-score: {}".format(max(R2_test)))
print("Degree of best R2: {}".format(np.argmax(R2_test)))

plt.subplot(2,1,1)

plt.plot(degrees, MSE_test, label="MSE test")
plt.plot(degrees, MSE_train, label="MSE train")
plt.xlabel("Degree of polynomial fit")
plt.ylabel("Mean squared error")
plt.legend()
plt.show()

plt.subplot(2,1,2)

plt.plot(degrees, R2_test, label="R2-score test")
plt.plot(degrees, R2_train, label="R2-score train")
plt.xlabel("Degree of polyfit")
plt.ylabel("R2-score")
plt.legend()
plt.show()

zplot = X @ beta

z = z.reshape(N, N)
zplot = zplot.reshape(N, N)

fig = plt.figure()

# Plot of Franke function surface
ax = fig.add_subplot(1, 2, 1, projection='3d')
surf = ax.plot_surface(rowmat, colmat, z, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Franke')

# Plot of surface that calculated through regression
ax = fig.add_subplot(1, 2, 2, projection='3d')
surf = ax.plot_surface(rowmat, colmat, zplot, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Fitted Franke')

plt.show()

Degree of lowest MSE: 5
Minimal MSE: 1.689466e-03
Best R2-score: 0.9791398982991909
Degree of best R2: 5

1.2 With noise: Scaled and non-scaled up to 42nd order polynomial

1.2.1 Scaled up to 42nd order polynomial

To see the overfitting we decided to increase the max polynomila degree without changing the number of datapoints to be able to compare it to the plot above. The results clearly indicated the overfitting after polynomial degree 20. The large MSE occuring after degree 20 correlates very well with the $R^{2}$, as it shows a smaller score after degree 20. Additionally, the smallest MSE and highest $R^{2}$ score occurs exactly on the same degree in this particular case.

np.random.seed(3155)

N =  40 # The meshgrid will contain NxN points
maxdegree = 42
# Picking out N randomized (uniform distribution) values of x and y between 0 and 1
ax_row = np.random.uniform(0, 1, size=N) 
ax_col = np.random.uniform(0, 1, size=N)
# Sorting the values by value
ind_sort_row = np.argsort(ax_row)
ind_sort_col = np.argsort(ax_col)

ax_row_sorted = ax_row[ind_sort_row]
ax_col_sorted = ax_col[ind_sort_col]
x = np.sort(np.random.uniform(0, 1, N))
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
# Creating a meshgrid of the sorted x and y-values
colmat, rowmat = np.meshgrid(ax_col_sorted, ax_row_sorted)

# Added noise to the meshgrid
noise_str = 0.2
noise = np.random.randn(N, N)

# Calculating the value of the z-values on the meshgrid.
z = FrankeFunction(colmat, rowmat) + noise_str * noise  
#z = FrankeFunction(mx, my) + noise_str * noise
# Changing the dim of z from a meshgrid to a one-dim array. 
z = z.ravel() 

# Initiating storage vectors for calculations interesting to us
MSE_test = np.zeros(maxdegree)
MSE_train = np.zeros(maxdegree)
R2_test = np.zeros(maxdegree)
R2_train = np.zeros(maxdegree)
degrees = np.zeros(maxdegree)


for i in range(maxdegree): 
    degrees[i] = i
    X = create_X(colmat, rowmat, n=i)
    #X = create_X(mx, my, n=i)
    X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)
    # Scaling
    X_train_mean = np.mean(X_train, axis=0); z_train_mean = np.mean(z_train, axis=0)
    X_train -= X_train_mean; X_test -= X_train_mean; z_train -= z_train_mean; z_test -= z_train_mean
    # Calculating beta and variances. 
    beta = np.linalg.pinv(X_train.T @ X_train) @ X_train.T @ z_train
    var_beta = np.diagonal(np.linalg.pinv(X_train.T @ X_train))
    ztilde = X_train @ beta
    zpred = X_test @ beta
    #print("Beta %1d :" % (i+1))
    #print(beta)
    #print("Variance beta %1d :" % (i+1))
    #print(var_beta)
    
    MSE_test[i] = MSE(z_test, zpred)
    MSE_train[i] = MSE(z_train, ztilde)
    R2_test[i] = R2(z_test, zpred)
    R2_train[i] = R2(z_train, ztilde)

# Printing out which polynomial degree that has the lowest MSE

print("Degree of lowest MSE: {}".format(np.argmin(MSE_test)))
print("Minimal MSE: {:e}".format(min(MSE_test)))
print("Best R2-score: {}".format(max(R2_test)))
print("Degree of best R2: {}".format(np.argmax(R2_test)))

plt.subplot(2,1,1)

plt.plot(degrees, MSE_test, label="MSE test")
plt.plot(degrees, MSE_train, label="MSE train")
plt.xlabel("Degree of polynomial fit")
plt.ylabel("Mean squared error")
plt.legend()
plt.show()

plt.subplot(2,1,2)

plt.plot(degrees, R2_test, label="R2-score test")
plt.plot(degrees, R2_train, label="R2-score train")
plt.xlabel("Degree of polyfit")
plt.ylabel("R2-score")
plt.legend()
plt.show()

zplot = X @ beta

z = z.reshape(N, N)
zplot = zplot.reshape(N, N)

fig = plt.figure()

# Plot of Franke function surface
ax = fig.add_subplot(1, 2, 1, projection='3d')
surf = ax.plot_surface(rowmat, colmat, z, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Franke')

# Plot of surface that calculated through regression
ax = fig.add_subplot(1, 2, 2, projection='3d')
surf = ax.plot_surface(rowmat, colmat, zplot, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Fitted Franke')

plt.show()

Degree of lowest MSE: 20
Minimal MSE: 3.643843e-02
Best R2-score: 0.6809225056217332
Degree of best R2: 20

1.2.2 Not scaled up to 42nd order polynomial

We compare below the effect of scaling on the noise. Adding the noise leads to an uneven plot of MSE for training and test data as well as possible outliers, and it can be deduced after scaling that the scaling achieves smoother curves and conversely has no effect on the minimum value of MSE.

In this case scaling should help. It will reduce the effect of outliers and help our model to fit better. Different scaling use different methods. Here we use Standard scaler which subtracts the mean of each feaure from each element of that feature in our design matrix. This will generally produce a range of data in a smaller interval. Subtracting the mean value of a particular feature enables scaling down the possible outliers or large values causing the data to represent the feature better.

As seen in the results the minimum value of MSE and the maximum value for $R^{2}$ is the same before and after scaling, but the optimal polynomial order on the scaled data is much smaller occuring at the 9th polynomial order while the scaled data yields 20th. This gives the model more time to train the model.

In the figures we can see that $R^{2}$ becomes more negative with increased noise and MSE become larger.

np.random.seed(3155)

N = 40 # The meshgrid will contain NxN points
maxdegree = 42
# Picking out N randomized (uniform distribution) values of x and y between 0 and 1
ax_row = np.random.uniform(0, 1, size=N) 
ax_col = np.random.uniform(0, 1, size=N)
# Sorting the values by value
ind_sort_row = np.argsort(ax_row)
ind_sort_col = np.argsort(ax_col)

ax_row_sorted = ax_row[ind_sort_row]
ax_col_sorted = ax_col[ind_sort_col]
x = np.sort(np.random.uniform(0, 1, N))
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
# Creating a meshgrid of the sorted x and y-values
colmat, rowmat = np.meshgrid(ax_col_sorted, ax_row_sorted)

# Added noise to the meshgrid
noise_str = 0.2  
noise = np.random.randn(N, N)

# Calculating the value of the z-values on the meshgrid.
z = FrankeFunction(colmat, rowmat) + noise_str * noise  
#z = FrankeFunction(mx, my) + noise_str * noise
# Changing the dim of z from a meshgrid to a one-dim array. 
z = z.ravel() 

# Initiating storage vectors for calculations interesting to us
MSE_test = np.zeros(maxdegree)
MSE_train = np.zeros(maxdegree)
R2_test = np.zeros(maxdegree)
R2_train = np.zeros(maxdegree)
degrees = np.zeros(maxdegree)


for i in range(maxdegree): 
    degrees[i] = i
    X = create_X(colmat, rowmat, n=i)
    #X = create_X(mx, my, n=i)
    X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)
    # Scaling
    #X_train_mean = np.mean(X_train, axis=0); z_train_mean = np.mean(z_train, axis=0)
    #X_train -= X_train_mean; X_test -= X_train_mean; z_train -= z_train_mean; z_test -= z_train_mean
    # Calculating beta and variances. 
    beta = np.linalg.pinv(X_train.T @ X_train) @ X_train.T @ z_train
    var_beta = np.diagonal(np.linalg.pinv(X_train.T @ X_train))
    ztilde = X_train @ beta
    zpred = X_test @ beta
    #print("Beta %1d :" % (i+1))
    #print(beta)
    #print("Variance beta %1d :" % (i+1))
    #print(var_beta)
    
    MSE_test[i] = MSE(z_test, zpred)
    MSE_train[i] = MSE(z_train, ztilde)
    R2_test[i] = R2(z_test, zpred)
    R2_train[i] = R2(z_train, ztilde)

# Printing out which polynomial degree that has the lowest MSE

print("Degree of lowest MSE: {}".format(np.argmin(MSE_test)))
print("Minimal MSE: {:e}".format(min(MSE_test)))
print("Best R2-score: {}".format(max(R2_test)))
print("Degree of best R2: {}".format(np.argmax(R2_test)))

plt.subplot(2,1,1)

plt.plot(degrees, MSE_test, label="MSE test")
plt.plot(degrees, MSE_train, label="MSE train")
plt.xlabel("Degree of polynomial fit")
plt.ylabel("Mean squared error")
plt.legend()
plt.show()

plt.subplot(2,1,2)

plt.plot(degrees, R2_test, label="R2-score test")
plt.plot(degrees, R2_train, label="R2-score train")
plt.xlabel("Degree of polyfit")
plt.ylabel("R2-score")
plt.legend()
plt.show()

zplot = X @ beta

z = z.reshape(N, N)
zplot = zplot.reshape(N, N)

fig = plt.figure()

# Plot of Franke function surface
ax = fig.add_subplot(1, 2, 1, projection='3d')
surf = ax.plot_surface(rowmat, colmat, z, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Franke')

# Plot of surface that calculated through regression
ax = fig.add_subplot(1, 2, 2, projection='3d')
surf = ax.plot_surface(rowmat, colmat, zplot, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Fitted Franke')

plt.show()

Degree of lowest MSE: 8
Minimal MSE: 3.656991e-02
Best R2-score: 0.678878425798543
Degree of best R2: 19

2. Make own code and compare with SciKit

Solving the system using ordinary least squares

np.random.seed(3155)

# Initiating values of x, y, z and design matrix X
N = 100
#Ny = 100
n = 5
x = np.random.uniform(0, 1, N)
y = np.random.uniform(0, 1, N)
ind_x_sorted = np.argsort(x)
ind_y_sorted = np.argsort(y)
x_sorted = x[ind_x_sorted]
y_sorted = y[ind_y_sorted]
mx, my = np.meshgrid(x_sorted, y_sorted)

noise = 0.0*np.random.randn(N, N)
ax_row = np.random.uniform(0, 1, N)
ax_col = np.random.uniform(0, 1, N)
ind_sort_row = np.argsort(ax_row)
ind_sort_col = np.argsort(ax_col)
ax_row_sorted = ax_row[ind_sort_row]
ax_col_sorted = ax_col[ind_sort_col]
colmat, rowmat = np.meshgrid(ax_col_sorted, ax_row_sorted)
z = FrankeFunction(mx, my) + noise
#z = FrankeFunction(colmat, rowmat) #+ noise
z = z.ravel()
X = create_X(mx, my, n=n)
#X = create_X(colmat, rowmat, n=n)
# Split into train and test sets
X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)

# Fitting function
olsbetafull = OLS_beta(X, z) 
olsbeta = OLS_beta(X_train, z_train)
skl = LinearRegression(fit_intercept=False).fit(X_train, z_train)

# Prints properties of OLS beta using own code and skl (unscaled)
print(olsbeta.shape)
print(f"Fitted beta: {olsbeta}")
#print(f"FUll-train: {olsbetafull-olsbeta}")
print(f"Sklearn fitted beta: {skl.coef_}")
zpredictOwn = X_test @ olsbeta
zpredictSKL = skl.predict(X_test)
zplotskl = skl.predict(X) # Makes plot of skl fit
zplot = X @ olsbeta # Makes plot of fit using own code
print(f"MSE with intercept column")
print(MSE(z_test,zpredictOwn))
#print(f"R2 with intercept column")
#print(R2(z_test, zpredictOwn))
print(f"MSE with intercept column from SKL")
print(MSE(z_test,zpredictSKL))
#print(f"R2 with intercept column from SKL")
#print(R2(z_test, zpredictSKL))
#print(np.linalg.pinv(X_train.T @ X_train))
#print(1/N*np.diagonal(np.linalg.inv(X_train.T @ X_train)))
varBeta = 1/N*np.linalg.pinv(X.T @ X)
#for i in range(21): 
 #   print(f'Variance of Beta %1d'% i )
  #  print(varBeta[i,i])
# Same calculations as above, only scaling first
skl = LinearRegression(fit_intercept=True).fit(X_train, z_train)

# Use centered values for X and y when computing coefficients
z_offset = np.average(z_train, axis=0)
X_offset = np.average(X_train, axis=0)

olsbeta = OLS_beta(X_train-X_offset, z_train-z_offset) # Scaled 
print(f"Fitted beta: {olsbeta}")
print(f"Sklearn fitted beta: {skl.coef_}")
zpredictOwn = (X_test-X_offset) @ olsbeta
zpredictSKL = skl.predict(X_test)
print(f"MSE without intercept column")
print(MSE(z_test-z_offset,zpredictOwn))
print(f"R2 without intercept column")
print(R2(z_test-z_offset, zpredictOwn))
print(f"MSE without intercept column from SKL")
print(MSE(z_test,zpredictSKL))
print(f"R2 without intercept column from SKL")
print(R2(z_test, zpredictSKL))
z = z.reshape(N, N)
zplot = zplot.reshape(N, N) # Reshaping plots
zplotskl = zplotskl.reshape(N, N) 
fig = plt.figure()

# Plots Franke function on the meshgrid
ax = fig.add_subplot(1, 3, 1, projection='3d')
surf = ax.plot_surface(colmat, rowmat, z, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Franke')

# Plots regression fit using own code on the meshgrid
ax = fig.add_subplot(1, 3, 2, projection='3d')
surf = ax.plot_surface(colmat, rowmat, zplot, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Fitted Franke')

# Plots regression fit using skl code on the meshgrid
ax = fig.add_subplot(1, 3, 3, projection='3d')
surf = ax.plot_surface(colmat, rowmat, zplotskl, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Fitted Franke skl')

plt.show()

(21,)
Fitted beta: [  0.14488668  11.11304885   4.75274018 -45.36447958 -22.57991864
 -11.52676017  60.51519225  65.26407626  28.96397015  -3.12127067
 -25.06638373 -77.75423031 -15.29207294 -37.7413325   25.48136269
  -1.4619831   29.468242    12.84373394  -2.83486073  19.85232431
 -15.53396879]
Sklearn fitted beta: [  0.14488668  11.11304885   4.7527402  -45.36447961 -22.57991863
 -11.5267603   60.51519233  65.26407622  28.96397014  -3.12127033
 -25.06638382 -77.75423028 -15.29207289 -37.74133252  25.48136232
  -1.46198306  29.468242    12.84373392  -2.83486074  19.85232433
 -15.53396865]
MSE with intercept column
0.0017123048784877001
MSE with intercept column from SKL
0.0017123048776991649
Fitted beta: [  0.          11.11304885   4.75274019 -45.36447958 -22.57991862
 -11.52676028  60.51519225  65.26407623  28.96397013  -3.12127039
 -25.06638373 -77.75423029 -15.29207289 -37.7413325   25.48136238
  -1.46198309  29.468242    12.84373393  -2.83486074  19.85232433
 -15.53396867]
Sklearn fitted beta: [  0.          11.11304885   4.7527402  -45.36447961 -22.57991863
 -11.5267603   60.51519233  65.26407622  28.96397014  -3.12127033
 -25.06638382 -77.75423028 -15.29207289 -37.74133252  25.48136232
  -1.46198306  29.468242    12.84373392  -2.83486074  19.85232433
 -15.53396865]
MSE without intercept column
0.0017123048778908635
R2 without intercept column
0.9814966044886555
MSE without intercept column from SKL
0.001712304877699199
R2 without intercept column from SKL
0.9814966044907266

3. Calculating confidence intervals in beta values using the best polynomial (n=5, for N=100)

The same process for OLS is repeated above, except for n = 5 and N=100, using the analytical expression for the variance and calculating the 95% confidence interval for the beta parameters. A 95% confidence interval indicates that the true mean value for beta lies within the interval and with estimation of such an interval one can be 95% confident that the value generated using this model will be in this interval. The general trend is that with beta parameters higher than three show larger confidence intervals, and larger beta parametersare often associated with higher variance which will increase the confidence interval.

np.random.seed(3155)

# Initiating the meshgrid, design matrix and function values on the grid
# Setting n = 5, because the best polynomial fit for N=100 was for degree 5
n = 5
N = 100
x = np.random.uniform(0, 1, N)
y = np.random.uniform(0, 1, N)
ind_x_sort = np.argsort(x)
ind_y_sort = np.argsort(y)
x_sorted = x[ind_x_sort]
y_sorted = y[ind_y_sort]
#x = np.sort(x)
#y = np.sort(y)
mx, my = np.meshgrid(x_sorted, y_sorted)

z = FrankeFunction(mx, my)
X = create_X(mx, my, n)
z = z.ravel()

# Splits dataset into test and train
X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)

# Scaling dataset by subtracting mean
#X_train_mean = np.mean(X_train, axis=0); z_train_mean = np.mean(z_train, axis=0)
#X_train = X_train - X_train_mean; X_test = X_test - X_train_mean
#z_train = z_train - z_train_mean; z_test = z_test - z_train_mean

ols = np.linalg.pinv(X_train.T @ X_train) @ X_train.T @ z_train
print("Beta values for OLS:")
print(ols)

zpred = X_test @ ols
ztilde = X_train @ ols
zplot = X @ ols

MSETest = MSE(z_test, zpred)
MSETrain = MSE(z_train, ztilde)
R2Test = R2(z_test, zpred)
R2Train = R2(z_train, ztilde)
zplot = zplot.reshape(N, N)
print("MSE test for n={}: {:e}".format(n, MSETest))
print("R2 test for n={}: {}".format(n, R2Test))
print("MSE train for n={}: {:e}".format(n, MSETrain))
print("R2 train n={}: {}".format(n, R2Train))

fig = plt.figure()
ax = fig.add_subplot(1, 2, 1, projection="3d")
surf = ax.plot_surface(mx, my, z.reshape(N,N), cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title("Franke")

ax = fig.add_subplot(1, 2, 2, projection="3d") 
surf = ax.plot_surface(mx, my, zplot, cmap=cm.viridis, linewidth=0, antialiased=False)
fig.colorbar(surf, shrink=0.5, aspect=5)
plt.title('Fitted Franke')

plt.show()
# Calculating variance of the OLS estimator
var_beta = np.diagonal(np.linalg.pinv(X.T @ X))

r = confidence_interval(var_beta, 1.96, ols)
# Printing confidence intervals of the beta values
print("Confidence intervals of beta, in order")
r

Beta values for OLS:
[  0.11679473  11.36366696   4.97145711 -46.43841293 -23.20826982
 -12.34921453  62.48144498  66.99612146  29.4993459   -1.50484246
 -26.76620476 -79.36890828 -16.47421551 -37.78664719  23.95401492
  -0.87914542  29.90387706  13.46769121  -2.6326101   19.78611372
 -14.99486246]
MSE test for n=5: 1.828953e-03
R2 test for n=5: 0.9796633184759855
MSE train for n=5: 1.793668e-03
R2 train n=5: 0.9802742932136118

Confidence intervals of beta, in order

[(-0.3199921428320178, 0.5535815962302539),
 (6.416606759029133, 16.310727152067027),
 (0.9410007648177672, 9.001913457461086),
 (-69.73297817687398, -23.143847684830625),
 (-40.5341732190505, -5.882366422091508),
 (-30.720500591581725, 6.022071528911395),
 (10.183332086198234, 114.77955788128595),
 (28.3682930634714, 105.62394984855554),
 (-4.34682454613618, 63.34551633882333),
 (-42.409635629498545, 39.39995070398408),
 (-81.89274767207735, 28.36033815755375),
 (-120.39026167615656, -38.347554890176426),
 (-53.92178657938791, 20.973355552882495),
 (-73.08464558501987, -2.4886487876777252),
 (-18.902906642683618, 66.81093648325404),
 (-22.716195430223564, 20.957904580292222),
 (11.752211311767638, 48.05554280974067),
 (-5.495632531849033, 32.43101496072915),
 (-19.1179633743235, 13.85274318067385),
 (4.069317040757493, 35.502910399279386),
 (-31.919295015621195, 1.9295701026272614)]

Confidence Intervals of Beta

Beta index	Confidence interval[95%]
0	[-0.32, 0.55]
1	[6.42, 16.31
2	[0.94, 9.00]
3	[-69.73, -23.14
4	[-40.53, -5.88]
5	[-30.72, 6.02]
6	[10.18, 114.78]
7	[28.37, 105.62]
8	[-4.35, 63.35]
9	[-42.41, 39.40]
10	[-81.89, 28.36]
11	[-120.39, -38.35]
12	[-53.92, 20.97]
13	[-73.08, -2.49]
14	[-18.90, 66.81]
15	[-22.72, 20.96]
16	[11.75, 48.06]
17	[-5.50, 32.43]
18	[-19.12, 13.85]
19	[4.07, 35.50]
20	[-31.92, 1.93]

EXERCISE 2

1. HASTIE

The analytical expression for OLS is used and it yields a plot somewhat similiar to Hastie. The results show that we expect to see the possible bias-variance optimum at around 38th polynomial degree, if we are to observe overfitting. The same number of data points and maximum degree cannot unfortunately be applied for the bias-variance analysis due to improper results (the reason is attributed to the number of data points and is discussed later).

np.random.seed(3155)

# running MSE-check for polynomials of degree up to max_degree
max_degree = 44

# setting up MSE train and test vectors
MSE_train = np.zeros(max_degree)
MSE_test = np.zeros(max_degree)
# R2 vectors
R2_train = np.zeros(max_degree)
R2_test = np.zeros(max_degree)
# order of polynomial
polynomial = np.zeros(max_degree)


N = 30

x = np.sort(np.random.uniform(0, 1, N))
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)

# creating dataset
z = FrankeFunction(mx, my)
z_arr = z.ravel()


for i in range(max_degree):
    polynomial[i] = i
    # creating design matrix for a poly of degree i
    X = create_X(mx, my, n=i)
    
    #splitting data into train and test sets
    X_train, X_test, z_train, z_test = train_test_split(X,z_arr,test_size=0.2)
    
    # no need to scale the data as we have a "clean dataset"
    X_train_mean = np.mean(X_train, axis=0); z_train_mean = np.mean(z_train, axis=0)
    X_train = X_train - X_train_mean; X_test = X_test - X_train_mean
    z_train = z_train - z_train_mean; z_test = z_test - z_train_mean
    #OLS fit for training data
    #skl = LinearRegression(fit_intercept=True)
    #olsfit = skl.fit(X_train, z_train)
    #olsz_train = olsfit.predict(X_train); 
    
    #R2_train[i] = r2_score(z_train, olsz_train)
    beta = OLS_beta(X_train, z_train)
    zpred = X_test @ beta
    ztilde = X_train @ beta
    #OLS fit for test data
    #olsz_test = olsfit.predict(X_test)
    MSE_test[i] = mean_squared_error(z_test,zpred)
    MSE_train[i] = mean_squared_error(z_train, ztilde)
    #R2_test[i] = r2_score(z_test,olsz_test)
    
plt.figure()
plt.plot(polynomial,MSE_train, 'c-', linewidth=4, label="Training")
plt.plot(polynomial, MSE_test, 'r--', label="Test")
plt.xlabel('Model complexity')
plt.ylabel('MSE')

plt.legend(); plt.show()

print('polynomial degree with smallest MSE: ', np.argmin(MSE_test))

polynomial degree with smallest MSE:  38

2. Bias-Variance tradeoff

Theory behind Bias-Variance tradeoff

Bias-variance analysis utilizes the bootstrap method to calculate MSE for training and test data, allowing us to make a reliable prediction on MSE test value. The bias measures the deviation of the mean value of the predicted values from the corresponding data points and therefore measures the degree of dissimilarity in behaviour between model and data. Because the model is usually too simple to fit the data properly in the beginning, generating a large difference between the model and the data, high bias is expected in this region; and as the model complexity increases the bias is also expected to decrease as the model improves the fitting of the training data. The variance term represents the variance in the model itself (the variance of the predicted mean values) and increases with model complexity during which overfitting starts to occur. In a bias-variance analysis the ideal scenario is a balance between bias and variance (low bias and low variance) to determine the optimal degree. Three other situations may also appear, all of which are non-ideal: 1) high bias and low variance; 2) low bias and high variance; and 3) high bias and high variance. Lastly, the error term is the normally distributed noise in the model.

Rewriting the cost function

$$ C(\textbf{X},\beta) = \frac{1}{n}\sum_{i=0}^{n-1} \, (y_{i}-\widetilde{y}_{i})^{2} = \mathbb{E}\left[(\textbf{y}-\widetilde{\textbf{y}})^{2} \right] = \mathbb{E}\left[(\;\overbrace{ \color{red} {(f\, + \epsilon ) } }^{y} -\widetilde{\textbf{y}})^{2} \right] $$$$ = \mathbb{E}\left[(\; (f\, + \bf{ \epsilon }) \overbrace{ \color{red}{ \, -\mathbb{E(\widetilde{\bf y})} + \mathbb{E(\widetilde{\bf y} })} }^{Expansion} -\widetilde{\textbf{y}})^{2} \right] = \mathbb{E}\left[\; ( \; \underbrace{ [f -\mathbb{E(\widetilde{\bf y})} ] } \; \underbrace{- [\widetilde{\textbf{y}} - \mathbb{E(\widetilde{\bf y})}] }+\underbrace{ \epsilon })^{2} \right] $$$$ = \mathbb{E}\left[\; \underbrace { ( f -\mathbb{E(\widetilde{\bf y})} \, ) ^{2} } + \, \underbrace {(\,\widetilde{\textbf{y}} - \mathbb{E(\widetilde{\bf y})\,})^{2} } +\, \underbrace { \epsilon^{2} }\; \underbrace {- \, 2 \,( f -\mathbb{E(\widetilde{\bf y})} \, )\; (\, \widetilde{\bf y}\, - \mathbb{E(\widetilde{\bf y})} \,) } \, + \, \underbrace { 2 \, ( f -\mathbb{E(\widetilde{\bf y})} \, )\; \epsilon } \; \; \underbrace { - \, 2 \, (\, \widetilde{\bf y}\, - \mathbb{E(\widetilde{\bf y})} \, )\; \epsilon } \, \right] $$$$ = \mathbb{E} ( f -\mathbb{E(\widetilde{\bf y})} \, ) ^{2} + \mathbb{E}(\,\widetilde{\textbf{y}} - \mathbb{E(\widetilde{\bf y})\,})^{2} + \overbrace { \mathbb{E}(\epsilon^{2}) }^{= \, \sigma^{2}} \; - \, 2 \, \mathbb{E}( \;f -\mathbb{E(\widetilde{\bf y})} \, \; )\; \; ( \overbrace { \mathbb{E(\widetilde{\bf y})} \, - \underbrace { \mathbb{E(\mathbb{E(\widetilde{\bf y})})}\, }_{\mathbb{E (\widetilde{\bf y})}} \, }^{= \, 0}) \, +\, \mathbb{E} \left[ 2 \, ( f -\mathbb{E(\widetilde{\bf y})} \, ) \right] \, \overbrace { \mathbb{E}(\epsilon) }^{= \, 0} \; $$$$ + \, 2 \, \mathbb{E}( \;f -\mathbb{E(\widetilde{\bf y})} \, \; )\; \overbrace { \mathbb{E}(\epsilon) }^{=\, 0 } - \; 2 \, ( \, \overbrace { \mathbb{E(\widetilde{\bf y})} \, - \underbrace { \mathbb{E(\mathbb{E(\widetilde{\bf y})})}\, }_{\mathbb{E (\widetilde{\bf y})}} }^{= \, 0} \, )\; \overbrace {\mathbb{E}(\epsilon)}^{= \, 0} $$$$ = \mathbb{E} ( f -\mathbb{E(\widetilde{\bf y})} \, ) ^{2} + \mathbb{E}(\,\widetilde{\textbf{y}} - \mathbb{E(\widetilde{\bf y})\,})^{2} + \sigma^{2} = \underbrace { \frac{1}{n}\sum_i^{}( f_i -\mathbb{E(\widetilde{\bf y})} \, ) ^{2} }_{bias} + \underbrace { \frac{1}{n}\sum_i^{}(\,\widetilde{y_i} - \mathbb{E(\widetilde{\bf y})\,})^{2} }_{variance} + \underbrace { \sigma^{2} }_{error} $$

Computing the BV-tradeoff against degree of polynomial fit

With datapoints lower than 50 the bias suddenly increases after a certain degree at around the same time as the variance and the MSE test error. MSE test error after a sudden increase decreases back making it difficult to spot overfitting which coincides with the variance and bias. The region where the bias, variance and error are reaching a maximum are regions indicating high bias and high variance, the least desirable model.

Above 50 datapoints the bias appears normal; it decreases with complexity; as well as the error, though it indicates no overfitting due to the high number of data points. The variance, however, continues to stay at large values for all polynomials. Overall, the situation is low bias and high variance.

In our case the optimal number of data points is 50, but it can change with different number of bootstraps (number of bootstraps must not ideally exceed number of data points) and different max degrees.

2.1 Optimal bias-variance analysis:

np.random.seed(3155)
# Setting up a NxN meshgrid, calculating z for all points, making z one-dimensional
N = 50
maxdegree = 52
n_bootstraps = 20
x = np.linspace(0, 1, N)
y = np.linspace(0, 1, N)
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my) #+ 0.1*np.random.randn(Ny, Nx)
z_arr = z.ravel()

# Setting up arrays of length maxdegree to store values used 
# to demonstrate bias-variance tradeoff
error = np.zeros(maxdegree)
bias = np.zeros(maxdegree)
variance = np.zeros(maxdegree)
MSE_predict = np.zeros(maxdegree)
polydegree = np.zeros(maxdegree)
# Setting up similar arrays for train values
error_train = np.zeros(maxdegree); bias_train = np.zeros(maxdegree); variance_train = np.zeros(maxdegree) #train
MSE_Train = np.zeros(maxdegree);

# setting up design matrix, splitting data into train and test
for degree in range(maxdegree): 
    X = create_X(mx, my, n=degree)
    X_train, X_test, z_train, z_test = train_test_split(X, z_arr, test_size=0.2)
    # scaling z
    z_offset = np.average(z_train, axis=0)
    z_train = z_train - z_offset
    z_test = z_test - z_offset
    # setting up empty arrays that can store the values for 
    # different bootstrap resampled predictions
    zpred = np.empty((z_test.shape[0], n_bootstraps))
    ztrain = np.empty((z_train.shape[0], n_bootstraps))
    # running bootstrap
    for i in range(n_bootstraps): 
        # resampling
        x_, z_ = resample(X_train, z_train)
        # scaling resampled design
        x_offset = np.average(x_, axis=0)
        # calculating beta
        olsbeta = OLS_beta(x_-x_offset, z_)
        # calculating prediction based on x_ and z_ training set
        zpred[:, i] = (X_test-x_offset) @ olsbeta
        ztrain[:, i] = (X_train-x_offset) @ olsbeta
    
    # Storing values in appropriate vector
    polydegree[degree] = degree
    error[degree] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
    bias[degree] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
    variance[degree] = np.mean( np.var(zpred, axis=1, keepdims=True) )
    MSE_predict[degree] = bias[degree] + variance[degree] + error[degree]
    
    error_train[degree] = np.mean( np.mean((z_train.reshape(-1,1) - ztrain)**2, axis=1, keepdims=True) )
    bias_train[degree] = np.mean( (z_train.reshape(-1,1) - np.mean(ztrain, axis=1, keepdims=True))**2 )
    variance_train[degree] = np.mean( np.var(ztrain, axis=1, keepdims=True) )
    MSE_Train[degree] = bias_train[degree] + variance_train[degree] + error_train[degree]

    
# Plotting error, bias, variance and MSE_predict against polynomial order
plt.plot(polydegree, error, 'b--', linewidth=10, label='Error')
plt.plot(polydegree, bias, label='Bias')
plt.plot(polydegree, variance, label='Variance')
plt.plot(polydegree, MSE_predict, label='MSE Predict')
plt.xlabel('Model complexity'); plt.title('Bias-Variance-tradeoff')
#plt.xlim(0, 15); plt.ylim(0, 0.009)
save_fig('BiasVarTradeOLS')
plt.legend(); plt.show()

plt.figure()
plt.plot(polydegree, MSE_Train,label='MSE Train'); 
plt.plot(polydegree, MSE_predict, label="MSE Test")
plt.xlabel('Model complexity'); plt.ylabel('MSE'); plt.title('MSE vs Model complexity'); plt.legend(); plt.show()

plt.plot(polydegree, variance, 'r--', label='Variance'); plt.legend(); save_fig('VarTradeOLS'); plt.show()
plt.plot(polydegree, bias, label='Bias'); plt.legend(); save_fig('BiasTradeOLS'); plt.show()
print('polynomial degree with smallest MSE: ', np.argmin(MSE_predict))
print('best MSE: ', MSE_predict[np.argmin(MSE_predict)])

polynomial degree with smallest MSE:  43
best MSE:  0.00011149619642571591

2.2 N<50 bias-variance analysis:

np.random.seed(3155)
# Setting up a NxN meshgrid, calculating z for all points, making z one-dimensional
N = 20
maxdegree = 52
n_bootstraps = 20
x = np.linspace(0, 1, N)
y = np.linspace(0, 1, N)
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my) #+ 0.1*np.random.randn(Ny, Nx)
z_arr = z.ravel()

# Setting up arrays of length maxdegree to store values used 
# to demonstrate bias-variance tradeoff
error = np.zeros(maxdegree)
bias = np.zeros(maxdegree)
variance = np.zeros(maxdegree)
MSE_predict = np.zeros(maxdegree)
polydegree = np.zeros(maxdegree)
# Setting up similar arrays for train values
error_train = np.zeros(maxdegree); bias_train = np.zeros(maxdegree); variance_train = np.zeros(maxdegree) #train
MSE_Train = np.zeros(maxdegree);

# setting up design matrix, splitting data into train and test
for degree in range(maxdegree): 
    X = create_X(mx, my, n=degree)
    X_train, X_test, z_train, z_test = train_test_split(X, z_arr, test_size=0.2)
    # scaling z
    z_offset = np.average(z_train, axis=0)
    z_train = z_train - z_offset
    z_test = z_test - z_offset
    # setting up empty arrays that can store the values for 
    # different bootstrap resampled predictions
    zpred = np.empty((z_test.shape[0], n_bootstraps))
    ztrain = np.empty((z_train.shape[0], n_bootstraps))
    # running bootstrap
    for i in range(n_bootstraps): 
        # resampling
        x_, z_ = resample(X_train, z_train)
        # scaling resampled design
        x_offset = np.average(x_, axis=0)
        # calculating beta
        olsbeta = OLS_beta(x_-x_offset, z_)
        # calculating prediction based on x_ and z_ training set
        zpred[:, i] = (X_test-x_offset) @ olsbeta
        ztrain[:, i] = (X_train-x_offset) @ olsbeta
    
    # Storing values in appropriate vector
    polydegree[degree] = degree
    error[degree] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
    bias[degree] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
    variance[degree] = np.mean( np.var(zpred, axis=1, keepdims=True) )
    MSE_predict[degree] = bias[degree] + variance[degree] + error[degree]
    
    error_train[degree] = np.mean( np.mean((z_train.reshape(-1,1) - ztrain)**2, axis=1, keepdims=True) )
    bias_train[degree] = np.mean( (z_train.reshape(-1,1) - np.mean(ztrain, axis=1, keepdims=True))**2 )
    variance_train[degree] = np.mean( np.var(ztrain, axis=1, keepdims=True) )
    MSE_Train[degree] = bias_train[degree] + variance_train[degree] + error_train[degree]

    
# Plotting error, bias, variance and MSE_predict against polynomial order
plt.plot(polydegree, error, 'b--', linewidth=10, label='Error')
plt.plot(polydegree, bias, label='Bias')
plt.plot(polydegree, variance, label='Variance')
plt.plot(polydegree, MSE_predict, label='MSE Predict')
plt.xlabel('Model complexity'); plt.title('Bias-Variance-tradeoff')
#plt.xlim(0, 15); plt.ylim(0, 0.009)
save_fig('BiasVarTradeOLS')
plt.legend(); plt.show()

plt.figure()
plt.plot(polydegree, MSE_Train,label='MSE Train'); 
plt.plot(polydegree, MSE_predict, label="MSE Test")
plt.xlabel('Model complexity'); plt.ylabel('MSE'); plt.title('MSE vs Model complexity'); plt.legend(); plt.show()

plt.plot(polydegree, variance, 'r--', label='Variance'); plt.legend(); save_fig('VarTradeOLS'); plt.show()
plt.plot(polydegree, bias, label='Bias'); plt.legend(); save_fig('BiasTradeOLS'); plt.show()
print('polynomial degree with smallest MSE: ', np.argmin(MSE_predict))

polynomial degree with smallest MSE:  10

2.3 N>50 bias-variance analysis:

np.random.seed(3155)
# Setting up a NxN meshgrid, calculating z for all points, making z one-dimensional
N = 80
maxdegree = 44
n_bootstraps = 20
x = np.linspace(0, 1, N)
y = np.linspace(0, 1, N)
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my) #+ 0.1*np.random.randn(Ny, Nx)
z_arr = z.ravel()

# Setting up arrays of length maxdegree to store values used 
# to demonstrate bias-variance tradeoff
error = np.zeros(maxdegree)
bias = np.zeros(maxdegree)
variance = np.zeros(maxdegree)
MSE_predict = np.zeros(maxdegree)
polydegree = np.zeros(maxdegree)
# Setting up similar arrays for train values
error_train = np.zeros(maxdegree); bias_train = np.zeros(maxdegree); variance_train = np.zeros(maxdegree) #train
MSE_Train = np.zeros(maxdegree);

# setting up design matrix, splitting data into train and test
for degree in range(maxdegree): 
    X = create_X(mx, my, n=degree)
    X_train, X_test, z_train, z_test = train_test_split(X, z_arr, test_size=0.2)
    # scaling z
    z_offset = np.average(z_train, axis=0)
    z_train = z_train - z_offset
    z_test = z_test - z_offset
    # setting up empty arrays that can store the values for 
    # different bootstrap resampled predictions
    zpred = np.empty((z_test.shape[0], n_bootstraps))
    ztrain = np.empty((z_train.shape[0], n_bootstraps))
    # running bootstrap
    for i in range(n_bootstraps): 
        # resampling
        x_, z_ = resample(X_train, z_train)
        # scaling resampled design
        x_offset = np.average(x_, axis=0)
        # calculating beta
        olsbeta = OLS_beta(x_-x_offset, z_)
        # calculating prediction based on x_ and z_ training set
        zpred[:, i] = (X_test-x_offset) @ olsbeta
        ztrain[:, i] = (X_train-x_offset) @ olsbeta
    
    # Storing values in appropriate vector
    polydegree[degree] = degree
    error[degree] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
    bias[degree] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
    variance[degree] = np.mean( np.var(zpred, axis=1, keepdims=True) )
    MSE_predict[degree] = bias[degree] + variance[degree] + error[degree]
    
    error_train[degree] = np.mean( np.mean((z_train.reshape(-1,1) - ztrain)**2, axis=1, keepdims=True) )
    bias_train[degree] = np.mean( (z_train.reshape(-1,1) - np.mean(ztrain, axis=1, keepdims=True))**2 )
    variance_train[degree] = np.mean( np.var(ztrain, axis=1, keepdims=True) )
    MSE_Train[degree] = bias_train[degree] + variance_train[degree] + error_train[degree]

    
# Plotting error, bias, variance and MSE_predict against polynomial order
plt.plot(polydegree, error, 'b--', linewidth=10, label='Error')
plt.plot(polydegree, bias, label='Bias')
plt.plot(polydegree, variance, label='Variance')
plt.plot(polydegree, MSE_predict, label='MSE Predict')
plt.xlabel('Model complexity'); plt.title('Bias-Variance-tradeoff')
#plt.xlim(0, 15); plt.ylim(0, 0.009)
save_fig('BiasVarTradeOLS')
plt.legend(); plt.show()

plt.figure()
plt.plot(polydegree, MSE_Train,label='MSE Train'); 
plt.plot(polydegree, MSE_predict, label="MSE Test")
plt.xlabel('Model complexity'); plt.ylabel('MSE'); plt.title('MSE vs Model complexity'); plt.legend(); plt.show()

plt.plot(polydegree, variance, 'r--', label='Variance'); plt.legend(); save_fig('VarTradeOLS'); plt.show()
plt.plot(polydegree, bias, label='Bias'); plt.legend(); save_fig('BiasTradeOLS'); plt.show()
print('polynomial degree with smallest MSE: ', np.argmin(MSE_predict))

polynomial degree with smallest MSE:  41

3. Hastie vs Bias-Variance tradeoff

OLS yields optimal degree 38 which is not far from the one estimated using bias-variance analysis at 43. The Hastie figure appears to be unreliable since running different number of data points and max degree gave us different, inconsistent answers, but also because bias-variance analysis implements boostrap method a particular number of times in order to determine a more reliable model.

EXERCISE 3

Cross-validation resampling technique

_crossvalidationols(k) function takes in k and splits the indices of data points into k units. It also makes sure to split the data such that any odd data points left out become part of the correct units. i is used to count the number of times the for loop is running and enables the insertion of estimated values into the KFold scores arrays. Everytime the for loops runs it makes the kth fold the test data and assigns the test data index from concact_pre, which contains all the indices for split data. Then it proceeds to check the length of concat; if it has only one fold left or more. If there is one left, it uses the index in concat to assign this as training data. This is relevant when k = 2. The other option is when k > 2; it concatanates the remaining data as a whole training data.

After the if statement it applies the generated test data indexes and train data indexes in order to generate the test and training data. Thereafter SciKit OLS and analytical expression for OLS are applied for comparison and the KFold scores are calculated. After the code exits the for loop it takes the mean value of the scores to yield the MSE values. Lastly, SciKit's cross validation function is also implemented for further comparison. The results show a dramatic deviation from SciKit's function.

np.random.seed(3155)

# Setting up meshgrids of input and output
# create design matrix, make z one-dimensional.
n = 5
N = 100
x = np.sort(np.random.uniform(0, 1, N))
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my)
z = z.ravel()
X = create_X(mx, my, n=n)

# Cross validation OLS
def crossvalidation_ols(k):
    
    # Array that can store value of MSE for 
    # all k.
    scores_scikit_KFold = np.zeros((1,k)) 
    scores_KFold = np.zeros((1,k))
     
    x_indices = np.arange(len(X))
    x_splits = np.array_split(x_indices, k)
    concat_pre = np.arange(len(x_splits))

    i = 0
    
    for k in range(len(x_splits)):
        test_inds = x_splits[k]
        concat = np.delete(concat_pre, k)

        #find and concatenate training data
        if (len(concat)-1) == 0:
               train_inds = x_splits[concat[0]]
        else:
            for v in range(len(concat)-1):
                train_inds = np.concatenate((x_splits[concat[v]], x_splits[concat[v+1]]))
       
        xtrain = X[train_inds]
        ztrain = z[train_inds]

        xtest = X[test_inds]
        ztest = z[test_inds]
        
        #Scaled, SciKit:
        olsfit = skl.LinearRegression().fit(xtrain, ztrain)
        olsz_test = olsfit.predict(xtest)
        scores_scikit_KFold[0][i] = np.sum((olsz_test - ztest)**2)/np.size(olsz_test)
        
        #Scaled, OLS:
        xtrain_mean = np.mean(xtrain, axis=0); ztrain_mean = np.mean(ztrain, axis=0)
        xtrain = xtrain-xtrain_mean; xtest = xtest - xtrain_mean
        ztrain = ztrain-ztrain_mean; ztest = ztest - ztrain_mean
        beta = np.linalg.pinv(xtrain.T @ xtrain) @ xtrain.T @ ztrain      
        # and then make the prediction
        ztilde = xtrain @ beta
        zpredict = xtest @ beta
        scores_KFold[0][i] = np.sum((zpredict - ztest)**2)/np.size(zpredict)

        i += 1 

    estimated_sci_mse_KFold = np.mean(scores_scikit_KFold)
    estimated_mse_KFold = np.mean(scores_KFold)
    
    return estimated_sci_mse_KFold, estimated_mse_KFold

#SciKit's cross validation:
def crossvalidation_scikit(k):
    kfold = KFold(n_splits = k) 
    olsfit = skl.LinearRegression()
    estimated_mse_folds = cross_val_score(olsfit, X, z[:, np.newaxis], scoring='neg_mean_squared_error', cv=kfold)
    estimated_mse_sklearn = np.mean(-estimated_mse_folds)
    return estimated_mse_sklearn

#Printing cross validation
print('k: \t cross validation ols scikit \t cross validation ols (analytical) \t cross validation scikit')
for k in range(5,10+1):
          print(k,'\t',crossvalidation_ols(k)[0],'\t\t', crossvalidation_ols(k)[1], '\t\t\t', crossvalidation_scikit(k))

EXERCISE 4

Ridge regression, using own code

np.random.seed(3155)
from sklearn.model_selection import GridSearchCV

# Setting up a meshgrid of input and output
N = 100
n = 5
x = np.sort(np.random.uniform(0,1,N)) 
y = np.sort(np.random.uniform(0,1,N))
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my) #+ np.random.randn(N)
# Making z one-dimensional, creating design matrix
z = z.ravel()
X = create_X(mx,my, n=n)
# Splitting data into train and test sets
X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)



# matrix inversion to find beta
OLSbeta = np.linalg.pinv(np.transpose(X_train) @ X_train) @ np.transpose(X_train) @ z_train
# and then make the prediction
ztildeOLS = X_train @ OLSbeta
print("Training MSE for OLS")
print(MSE(z_train,ztildeOLS))

zpredictOLS = X_test @ OLSbeta
print("MSE predict OLS")
print(MSE(z_test, zpredictOLS))
print("R2 score OLS")
print(R2(z_test, zpredictOLS))


# Repeat now for Ridge regression and various values of the regularization parameter
I = np.eye(len(OLSbeta), len(OLSbeta))
# Decide which values of lambda to use
nlambdas = 100
MSEPredict = np.zeros(nlambdas)
R2Ridge = np.zeros(nlambdas)
# Interval of lambda in logspace
lambdas = np.logspace(-5, 2, nlambdas) 
# Iterating through a nlambdas values of lambda
# calculating MSE and R2 of Ridgepredict
for i in range(nlambdas):
    lmb = lambdas[i]
    Ridgebeta = np.linalg.inv(np.transpose(X_train) @ X_train+lmb*I) @ np.transpose(X_train) @ z_train
    # and then make the prediction
    zpredictRidge = X_test @ Ridgebeta
    MSEPredict[i] = MSE(z_test,zpredictRidge)
    R2Ridge[i] = R2(z_test, zpredictRidge)
#    print(MSEPredict[i])
# Now plot the results
minima = MSEPredict[0]
l = 0
for i in range(len(MSEPredict)): 
    if (MSEPredict[i]< minima): 
        l = i
        minima = MSEPredict[i]
print("Lambda value which gives minimal MSE")
print(lambdas[l])
print("Min value of MSE predict for Ridge")
print(MSEPredict[l])
print("R2 score connected to min MSE Ridge")
print(R2Ridge[l])
    
plt.figure()
plt.plot(np.log10(lambdas), MSEPredict, 'r--', label = 'MSE Ridge')
plt.axhline(MSE(z_test, zpredictOLS), label = 'MSE OLS')
plt.xlabel('log10(lambda)')
plt.ylabel('MSE')
plt.legend()
plt.show()

#grid = GridSearchCV(Ridgebeta, param_grid=dict(alpha=lambdas), refit = True, verbose = 3,n_jobs=-1) 
#print(grid) 
#grid.fit(X_test, z_test) 
#print('best score') 
#print(grid.best_score_) 
#print('best estimator') 
#print(grid.best_estimator_.alpha)

Training MSE for OLS
0.0017936682814049818
MSE predict OLS
0.0018289527766152823
R2 score OLS
0.9796633184700279
Lambda value which gives minimal MSE
4.328761281083062e-05
Min value of MSE predict for Ridge
0.0018208204269691561
R2 score connected to min MSE Ridge
0.9797537445362217

Bootstrap analysis of Ridge

np.random.seed(3155)

# Using optimal lambda from code above
nlambdas = 21; lambdas = np.logspace(-15, 5, nlambdas)
# Setting up meshgrid of data
N = 32
maxdegree = 20 # maximal degree of polynomial we are testing
n_bootstraps = 100
x = np.sort(np.random.uniform(0, 1, N)) 
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my) + 0.1*np.random.randn(N, N)
z = z.ravel()

# Arrays to store values 
error = np.zeros(maxdegree)
bias = np.zeros(maxdegree)
variance = np.zeros(maxdegree)
MSE_predict = np.zeros(maxdegree)
polydegree = np.zeros(maxdegree)
MSE_l_d_mean = np.zeros((maxdegree, nlambdas))
MSE_l_d_std  = np.zeros((maxdegree, nlambdas))
MSE_l_d_var = np.zeros((maxdegree, nlambdas))
R2_l_d = np.zeros((maxdegree, nlambdas))
R2_l_d_std = np.zeros((maxdegree, nlambdas))
MSE_n = np.zeros(n_bootstraps)
R2_n = np.zeros(n_bootstraps)

error_train = np.zeros(maxdegree); bias_train = np.zeros(maxdegree); variance_train = np.zeros(maxdegree) #train
MSE_Train = np.zeros(maxdegree)

# Looping through all lambda values 
for j in range(nlambdas): 
    lmb = lambdas[j]
    # Looping through all degrees
    for degree in range(maxdegree): 
        # Creating design matrix based on degree
        X = create_X(mx, my, n=degree)
        X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)
        # Creating identity matrix
        I = np.eye(X_train.shape[1], X_train.shape[1])
        # Arrays to store prediction values
        zpred = np.empty((z_test.shape[0], n_bootstraps))
        ztrain = np.empty((z_train.shape[0], n_bootstraps))
        # Looping through the bootstrap
        for i in range(n_bootstraps): 
            # Resampling
            x_, z_ = resample(X_train, z_train)
            # creating ridgebeta
            ridgebeta = np.linalg.pinv(x_.T @ x_ + lmb* I) @ x_.T @ z_
            # make predictions
            zp = X_test @ ridgebeta
            zpred[:, i] = X_test @ ridgebeta
            ztrain[:, i] = x_ @ ridgebeta
            MSE_n[i] = MSE(z_test, zp)
            R2_n[i] = R2(z_test, zp)
        # Adding values to their respective array
        MSE_l_d_mean[degree, j] = np.mean(MSE_n)
        MSE_l_d_std[degree, j] = np.std(MSE_n)
        MSE_l_d_var[degree, j] = np.var(MSE_n)
        R2_l_d[degree, j] = np.mean(R2_n)
        R2_l_d_std[degree, j] = np.std(R2_n)
        polydegree[degree] = degree
        error[degree] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
        bias[degree] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
        variance[degree] = np.mean( np.var(zpred, axis=1, keepdims=True) )
        MSE_predict[degree] = bias[degree] + variance[degree] + error[degree]
        """
        error_train[degree] = np.mean( np.mean((z_train.reshape(-1,1) - ztrain)**2, axis=1, keepdims=True) )
        bias_train[degree] = np.mean( (z_train.reshape(-1,1) - np.mean(ztrain, axis=1, keepdims=True))**2 )
        variance_train[degree] = np.mean( np.var(ztrain, axis=1, keepdims=True) )
        MSE_Train[degree] = bias_train[degree] + variance_train[degree] + error_train[degree]
        """
    # Plotting bias variance tradeoff against for lambdas
    plt.plot(polydegree, error, 'b--', linewidth=10, label='Error')
    plt.plot(polydegree, bias, label='Bias')
    plt.plot(polydegree, variance, label='Variance')
    plt.plot(polydegree, MSE_predict, label='MSE Predict')
    plt.xlabel('Model complexity'); plt.title('Bias-Variance-tradeoff lambda={:e}'.format(lmb))
    #plt.xlim(0, 15); plt.ylim(0, 0.009)
    save_fig('BiasVarTradeRidge_lambda_{:e}'.format(lmb))
    plt.legend(); plt.show()

    #plt.figure()
    #plt.plot(polydegree, MSE_Train,label='MSE Train'); 
    #plt.xlabel('Model complexity'); plt.ylabel('MSE'); plt.title('MSE vs Model complexity'); plt.legend(); plt.show()

    plt.plot(polydegree, variance, 'r--', label='Variance'); plt.legend(); save_fig('VarTradeRidge_lambda_{:e}'.format(lmb)); plt.show()
    plt.plot(polydegree, bias, label='Bias'); plt.legend(); save_fig('BiasTradeRidge_lambda_{:e}'.format(lmb)); plt.show()
min_val = []
min_d = []
for i in range(nlambdas): 
    min_d.append(np.argmin(MSE_l_d_mean[:, i]))
    min_val.append(min(MSE_l_d_mean[:, i]))

min_lambda = np.argmin(min_val)
min_degree = min_d[min_lambda]


#print(np.argmin(min_val))
#print(min_d[min_lambda])
#print(MSE_l_d_mean[min_degree, min_lambda])
lowest_MSE = MSE_l_d_mean[min_degree, min_lambda]
STD_lowest_MSE = MSE_l_d_std[min_degree, min_lambda]
var_lowest_MSE = MSE_l_d_var[min_degree, min_lambda]
print("Best R2: {}, std: {}".format(R2_l_d[min_degree, min_lambda], R2_l_d_std[min_degree, min_lambda]))
print("Lowest MSE: {:e}, std: {:e}".format(lowest_MSE, STD_lowest_MSE))

plt.contourf(np.log10(lambdas), polydegree, MSE_l_d_mean); plt.plot(np.log10(lambdas[min_lambda]), min_degree, "w+"); plt.text(np.log10(lambdas[min_lambda])+0.4, min_degree+0.4, "min MSE", color = "w")
plt.xlabel(r'$log_{10}(\lambda)$'); plt.ylabel('Degree of polynomial'); cb = plt.colorbar(); cb.set_label(label="MSE", size=14)
save_fig('BestlambdadegreeRidgeN_{}'.format(N)); plt.show()

Best R2: 0.8777741112024953, std: 0.006536959537957135
Lowest MSE: 8.829294e-03, std: 4.722137e-04

Bootstrap BVTradeoff with lambda parameter

np.random.seed(3155)

# Setting up lambda interval
nlambdas = 100; lambdas = np.logspace(-20, 5, nlambdas)
# Setting up storage arrays
error = np.zeros(nlambdas); bias = np.zeros(nlambdas); variance = np.zeros(nlambdas)
MSE_predict = np.zeros(nlambdas)

# Setting up mesgrids of data
N = 100; x = np.sort(np.random.uniform(0, 1, N)); y = np.sort(np.random.uniform(0, 1, N)) 
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my)
z = z.ravel()
X = create_X(mx, my, n=5) # Design matrix
X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2) # Splitting into train and test
# Scaling, only needed if noise in Franke function output
#X_offset = np.mean(X_test, axis=0); z_offset = np.mean(z_train, axis=0)
I = np.eye(X_train.shape[1], X_train.shape[1])
n_bootstraps = 100
# Iterating through lambda values
for lmbda in range(nlambdas): 
    l = lambdas[lmbda]
    # Array for storing predict values
    zpred = np.zeros((z_test.shape[0], n_bootstraps))
    for i in range(n_bootstraps): 
        # Resampling
        x_, z_ = resample(X_train, z_train)
        # Making ridgebeta based on lambdavalue
        ridgebeta = np.linalg.inv(x_.T @ x_ + l*I) @ x_.T @ z_
        # Storing prediction values in array
        zpred[:, i] = X_test @ ridgebeta
    # Storing values in appropriate array
    error[lmbda] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
    bias[lmbda] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
    variance[lmbda] = np.mean( np.var(zpred, axis=1, keepdims=True) )
    MSE_predict[lmbda] = bias[lmbda] + variance[lmbda] + error[lmbda]
# Plotting error, bias, variance and MSE_predict against log10(lambdavalue)
plt.plot(np.log10(lambdas), error, linewidth=7, label='Error')
plt.plot(np.log10(lambdas), bias, label='Bias')
plt.plot(np.log10(lambdas), variance, 'r--', label='Variance')

plt.plot(np.log10(lambdas), MSE_predict, label='MSE Predict')

plt.xlabel('log10(lambda)'); plt.title('Bias-Variance-tradeoff'); 
plt.legend(); plt.show()
# Plotting variance against log10(lambda)
plt.plot(np.log10(lambdas), variance, label="Variance")
plt.legend()
plt.show()
# Plotting bias against log10(lambda)
plt.plot(np.log10(lambdas), bias, label="Bias")
plt.legend()
plt.show()

Cross-validation, Ridge

import sklearn.linear_model as skl
import numpy as np
import matplotlib.pyplot as plt
from sklearn.model_selection import KFold #new
from sklearn.linear_model import Ridge
from sklearn.model_selection import cross_val_score #new
from sklearn.preprocessing import PolynomialFeatures

np.random.seed(3155)

#nlambdas = 20; lambdas = np.logspace(-4, 1, nlambdas)

n = 5
N = 100
x = np.sort(np.random.uniform(0, 1, N))
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my)
z_arr = z.ravel()
X = create_X(mx, my, n=n)

def crossvalidation_ridge(k, nlambdas,lambdas):
    
    scores_KFold = np.zeros((nlambdas,k))

    x_indices = np.arange(len(X))
    x_splits = np.array_split(x_indices, k)
    concat_pre = np.arange(len(x_splits))

    
    for k in range(len(x_splits)):
        test_inds = x_splits[k]
        concat = np.delete(concat_pre, k)

        #find and concatenate training data
        if (len(concat)-1) == 0:
                train_inds = x_splits[concat[0]]
        else:
            for v in range(len(concat)-1):
                train_inds = np.concatenate((x_splits[concat[v]], x_splits[concat[v+1]]))
       
        xtrain = X[train_inds]
        ztrain = z_arr[train_inds]

        xtest = X[test_inds]
        ztest = z_arr[test_inds]
    
        #scaler = StandardScaler(); scaler.fit(xtrain)
        #xtrain = scaler.transform(xtrain)
        #xtest = scaler.transform(xtest)
        
        I = np.eye(xtrain.shape[1],xtrain.shape[1])
    
        #for different values of lambda
        for j in range(len(lambdas)):
 
            ridgebeta = np.linalg.inv(xtrain.T @ xtrain +lambdas[j]*I) @ xtrain.T @ ztrain
    
            z_pred = xtest @ ridgebeta
            scores_KFold[j,k] = np.sum((z_pred.reshape(-1,1) - ztest)**2)/np.size(z_pred)


    estimated_mse_KFold = np.mean(scores_KFold,axis=1)
    
    return estimated_mse_KFold

#for k in range(5,10+1):
#    print('k-fold: ', k, '     ', crossvalidation_ridge(k))
nlambdas = 20
lambdas = np.logspace(-5, 5, nlambdas)

estimated_mse_KFold = crossvalidation_ridge(5, nlambdas, lambdas)

plt.figure()
#plt.plot(np.log10(lambdas), estimated_mse_sklearn, label = 'cross_val_score')
plt.plot(np.log10(lambdas), estimated_mse_KFold, 'r--', label = 'KFold')
plt.xlabel('log10(lambda)'); plt.ylabel('mse')
plt.legend(); plt.show()

Comparison between own cv and sk cv

def crossvalidation_ridgescikit(k, n, lmb):
    kfold = KFold(n_splits = k) 
    ridgefit = skl.Ridge(alpha=lmb)
    estimated_mse_folds = cross_val_score(ridgefit, X, z_arr[:, np.newaxis], scoring='neg_mean_squared_error', cv=kfold)
    estimated_mse_sklearn = np.mean(-estimated_mse_folds)
    return estimated_mse_sklearn

print('        ', '      ', 'crossvalidation scikit', '    ','crossvalidation ridge')
a = 5
b = 11
ridge_owncv_mse = np.zeros(b-a)
ridge_scicv_mse = np.zeros(b-a)
for k in range(a, b):
    print('k-fold: ', k, '     ', crossvalidation_ridgescikit(k, 1, 1e-1), '       ', crossvalidation_ridge(k, 1, [1e-1]))
    ridge_owncv_mse[k-a] = crossvalidation_ridge(k, 1, [1e-4]); ridge_scicv_mse[k-a] = crossvalidation_ridgescikit(k, 1, 1e-4)

                crossvalidation scikit      crossvalidation ridge
k-fold:  5       0.11255549160004555         [119.84525153]
k-fold:  6       0.061978308051325155         [125.34599485]
k-fold:  7       0.02818410661080526         [143.90332727]
k-fold:  8       0.020526999316252924         [139.49774969]
k-fold:  9       0.01791796805707679         [140.45700544]
k-fold:  10       0.015794466230268287         [146.08937773]

EXERCISE 5

Lasso

from sklearn.model_selection import train_test_split
import sklearn.linear_model as skl
from sklearn.linear_model import Ridge
from sklearn.linear_model import Lasso

np.random.seed(3155)

# Setting up meshgrids of data, calculating design matrix
n = 5
N = 100
x = np.sort(np.random.uniform(0, 1, N))
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my)
z = z.ravel()
X = create_X(mx, my, n=n)

# Splitting data into train and test
X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2) 
nlambdas = 20; lambdas = np.logspace(-4, 1, nlambdas)
# Storage arrays for MSE train and test
Lasso_MSEPredict = np.zeros(nlambdas); Lasso_MSETrain = np.zeros(nlambdas)

# Iterating through lambdavalues
for i in range(nlambdas):
    
    lmb = lambdas[i]
    
    # Performs lasso regression using sklearn package
    lassofit = skl.Lasso(alpha=lmb).fit(X_train,z_train)
    lassoz_train = lassofit.predict(X_train)
    lassoz_test = lassofit.predict(X_test)
    
    # Storing MSE for train and test 
    Lasso_MSEPredict[i] = mean_squared_error(z_test,lassoz_test)
    Lasso_MSETrain[i] = mean_squared_error(z_train,lassoz_train)
    
  
plt.figure()

plt.plot(np.log10(lambdas), Lasso_MSETrain, 'p-', label = 'MSE Lasso Train')
plt.plot(np.log10(lambdas), Lasso_MSEPredict, 'r--', label = 'MSE Lasso Test')

plt.xlabel('log10(lambda)')
plt.ylabel('MSE')
plt.legend()
plt.show()

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5324716484957435, tolerance: 0.07274439596325069
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3560841909134354, tolerance: 0.07274439596325069
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5189905060747293, tolerance: 0.07274439596325069
  model = cd_fast.enet_coordinate_descent(

Bootstrap analysis of LASSO

np.random.seed(3155)

# Using optimal lambda from code above
nlambdas = 21; lambdas = np.logspace(-15, 5, nlambdas)
# Setting up meshgrid of data
N = 100
maxdegree = 20 # maximal degree of polynomial we are testing
n_bootstraps = 100
x = np.sort(np.random.uniform(0, 1, N)) 
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my) + 0.1*np.random.randn(N,N)
z = z.ravel()

# Arrays to store values 
error = np.zeros(maxdegree)
bias = np.zeros(maxdegree)
variance = np.zeros(maxdegree)
MSE_predict = np.zeros(maxdegree)
polydegree = np.zeros(maxdegree)
MSE_l_d_mean = np.zeros((maxdegree, nlambdas))
MSE_l_d_std  = np.zeros((maxdegree, nlambdas))
MSE_l_d_var = np.zeros((maxdegree, nlambdas))
R2_l_d = np.zeros((maxdegree, nlambdas))
MSE_n = np.zeros(n_bootstraps)
R2_n = np.zeros(n_bootstraps)

error_train = np.zeros(maxdegree); bias_train = np.zeros(maxdegree); variance_train = np.zeros(maxdegree) #train
MSE_Train = np.zeros(maxdegree)

# Looping through all lambda values 
for j in range(nlambdas): 
    lmbda = lambdas[j]
    # Looping through all degrees
    for degree in range(maxdegree): 
        # Creating design matrix based on degree
        X = create_X(mx, my, n=degree)
        X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)
        # Creating identity matrix
        I = np.eye(X_train.shape[1], X_train.shape[1])
        # Arrays to store prediction values
        zpred = np.empty((z_test.shape[0], n_bootstraps))
        ztrain = np.empty((z_train.shape[0], n_bootstraps))
        # Looping through the bootstrap
        for i in range(n_bootstraps): 
            # Resampling
            x_, z_ = resample(X_train, z_train)
            # Performing lasso regression
            lassofit = skl.Lasso(alpha=lmb).fit(x_,z_)
            # make predictions
            zp = lassofit.predict(X_test)
            zpred[:, i] = lassofit.predict(X_test)
            ztrain[:, i] = lassofit.predict(x_)
            MSE_n[i] = MSE(z_test, zp)
            R2_n[i] = R2(z_test, zp)
        # Adding values to their respective array
        MSE_l_d_mean[degree, j] = np.mean(MSE_n)
        MSE_l_d_std[degree, j] = np.std(MSE_n)
        MSE_l_d_var[degree, j] = np.var(MSE_n)
        R2_l_d[degree, j] = np.mean(R2_n)
        polydegree[degree] = degree
        error[degree] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
        bias[degree] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
        variance[degree] = np.mean( np.var(zpred, axis=1, keepdims=True) )
        MSE_predict[degree] = bias[degree] + variance[degree] + error[degree]
        """
        error_train[degree] = np.mean( np.mean((z_train.reshape(-1,1) - ztrain)**2, axis=1, keepdims=True) )
        bias_train[degree] = np.mean( (z_train.reshape(-1,1) - np.mean(ztrain, axis=1, keepdims=True))**2 )
        variance_train[degree] = np.mean( np.var(ztrain, axis=1, keepdims=True) )
        MSE_Train[degree] = bias_train[degree] + variance_train[degree] + error_train[degree]
        """
    # Plotting bias variance tradeoff against for lambdas
    plt.plot(polydegree, error, 'b--', linewidth=10, label='Error')
    plt.plot(polydegree, bias, label='Bias')
    plt.plot(polydegree, variance, label='Variance')
    plt.plot(polydegree, MSE_predict, label='MSE Predict')
    plt.xlabel('Model complexity'); plt.title('Bias-Variance-tradeoff lambda={:e}'.format(lmbda))
    #plt.xlim(0, 15); plt.ylim(0, 0.009)
    save_fig('BiasVarTradeLasso_lambda_{:e}'.format(lmbda))
    plt.legend(); plt.show()

    #plt.figure()
    #plt.plot(polydegree, MSE_Train,label='MSE Train'); 
    #plt.xlabel('Model complexity'); plt.ylabel('MSE'); plt.title('MSE vs Model complexity'); plt.legend(); plt.show()

    plt.plot(polydegree, variance, 'r--', label='Variance'); plt.legend(); save_fig('VarTradeLasso_lambda_{:e}'.format(lmbda)); plt.show()
    plt.plot(polydegree, bias, label='Bias'); plt.legend(); save_fig('BiasTradeRidge_lambda_{:e}'.format(lmbda)); plt.show()

min_val = []
min_d = []
for i in range(nlambdas): 
    min_d.append(np.argmin(MSE_l_d_mean[:, i]))
    min_val.append(min(MSE_l_d_mean[:, i]))

min_lambda = np.argmin(min_val)
min_degree = min_d[min_lambda]
print(min_lambda); print(min_degree)

#print(np.argmin(min_val))
#print(min_d[min_lambda])
print(MSE_l_d_mean[min_degree, min_lambda])
lowest_MSE = MSE_l_d_mean[min_degree, min_lambda]
STD_lowest_MSE = MSE_l_d_std[min_degree, min_lambda]
var_lowest_MSE = MSE_l_d_var[min_degree, min_lambda]
print("Lowest MSE: {:e}, std: {:e}".format(lowest_MSE, STD_lowest_MSE))

plt.contourf(np.log10(lambdas), polydegree, MSE_l_d_mean); plt.plot(np.log10(lambdas[min_lambda]), min_degree, "w+"); plt.text(np.log10(lambdas[min_lambda])+0.4, min_degree+0.4, "min MSE", color = "w")
plt.xlabel(r'$log_{10}(\lambda)$'); plt.ylabel('Degree of polynomial'); cb = plt.colorbar(); cb.set_label(label="MSE", size=14)
save_fig('BestlambdadegreeLasso'); plt.show()

0
7
0.09269302090206921
Lowest MSE: 9.269302e-02, std: 7.486657e-05

Bootstrap BVTradeoff (Lasso) against lambda parameter.

np.random.seed(3155)

# Setting up lambda interval and arrays to store information
nlambdas = 100; lambdas = np.logspace(-20, 5, nlambdas)
error = np.zeros(nlambdas); bias = np.zeros(nlambdas); variance = np.zeros(nlambdas)
MSE_predict = np.zeros(nlambdas)
# Setting up meshgrids of data
N = 100; x = np.sort(np.random.uniform(0, 1, N)); y = np.sort(np.random.uniform(0, 1, N)) 
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my)
z = z.ravel()
# Design matrix
X = create_X(mx, my, n=5)
# Splitting data into train and test
X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)
X_offset = np.mean(X_test, axis=0); z_offset = np.mean(z_train, axis=0)
# Identity matrix
I = np.eye(X_train.shape[1], X_train.shape[1])
# Number of iterations in the resampling loop
n_bootstraps = 100
# Lambda loop
for lmbda in range(nlambdas): 
    l = lambdas[lmbda]
    lasso = Lasso(alpha=l,max_iter=1000000)#.fit(X_train,z_train) # setting up sklearns lasso
    # array for storing predictions on z for all bootstrap iterations
    zpred = np.zeros((z_test.shape[0], n_bootstraps))
    for i in range(n_bootstraps): 
        # Resampling
        x_, z_ = resample(X_train, z_train)
        # Performing lassofit on resampled data
        lassofit = lasso.fit(x_, z_)
        # Performing predictions
        lassoz_train = lassofit.predict(x_)
        zpred[:, i] = lassofit.predict(X_test)
    # Storing information in arrays
    error[lmbda] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
    bias[lmbda] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
    variance[lmbda] = np.mean( np.var(zpred, axis=1, keepdims=True) )
    MSE_predict[lmbda] = bias[lmbda] + variance[lmbda] + error[lmbda]

    
# Plotting error, bias, variance and MSE_predict against log10(lambda)
plt.plot(np.log10(lambdas), error, linewidth=7, label='Error')
plt.plot(np.log10(lambdas), bias, label='Bias')
plt.plot(np.log10(lambdas), variance, 'r--', label='Variance')

plt.plot(np.log10(lambdas), MSE_predict, label='MSE Predict')

plt.xlabel('log10(lambda)'); plt.title('Bias-Variance-tradeoff'); 
plt.legend(); plt.show()
# Plotting variance against log10(lambda)
plt.plot(np.log10(lambdas), variance, label="Variance")
plt.legend()
plt.show()
# Plotting bias against log10(lambda)
plt.plot(np.log10(lambdas), bias, label="Bias")
plt.legend()
plt.show()

C:\Users\Derya\Anaconda3\lib\site-packages\sklearn\linear_model\coordinate_descent.py:475: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.465092705977754, tolerance: 0.07286371941547581
  positive)
C:\Users\Derya\Anaconda3\lib\site-packages\sklearn\linear_model\coordinate_descent.py:475: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.20825817736616, tolerance: 0.07112870687093792
  positive)
C:\Users\Derya\Anaconda3\lib\site-packages\sklearn\linear_model\coordinate_descent.py:475: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.2440594622152865, tolerance: 0.07169593695201684
  positive)
C:\Users\Derya\Anaconda3\lib\site-packages\sklearn\linear_model\coordinate_descent.py:475: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.477570892174037, tolerance: 0.07423674464127124
  positive)
C:\Users\Derya\Anaconda3\lib\site-packages\sklearn\linear_model\coordinate_descent.py:475: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.245615542380644, tolerance: 0.0724827869858747
  positive)
C:\Users\Derya\Anaconda3\lib\site-packages\sklearn\linear_model\coordinate_descent.py:475: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.026797931102014, tolerance: 0.07299875980059482
  positive)
C:\Users\Derya\Anaconda3\lib\site-packages\sklearn\linear_model\coordinate_descent.py:475: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.068123936582075, tolerance: 0.07112325262145186
  positive)

Cross-validation Lasso

import sklearn.linear_model as skl
import numpy as np
import matplotlib.pyplot as plt
from sklearn.model_selection import KFold #new
from sklearn.linear_model import Ridge
from sklearn.model_selection import cross_val_score #new
from sklearn.preprocessing import PolynomialFeatures

np.random.seed(3155)

nlambdas = 20; lambdas = np.logspace(-5, 1, nlambdas)

n = 5
N = 100
x = np.sort(np.random.uniform(0, 1, N))
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
z = FrankeFunction(mx, my)
z_arr = z.ravel()
X = create_X(mx, my, n=n)

def crossvalidation_lasso(k, nlambdas,lambdas):
    
    scores_KFold = np.zeros((nlambdas,k))

    x_indices = np.arange(len(X))
    x_splits = np.array_split(x_indices, k)
    concat_pre = np.arange(len(x_splits))
    
    for k in range(len(x_splits)):
        test_inds = x_splits[k]
        concat = np.delete(concat_pre, k)

        #find and concatenate training data
        if (len(concat)-1) == 0:
                train_inds = x_splits[concat[0]]
        else:
            for v in range(len(concat)-1):
                train_inds = np.concatenate((x_splits[concat[v]], x_splits[concat[v+1]]))
       
        xtrain = X[train_inds]
        ztrain = z_arr[train_inds]

        xtest = X[test_inds]
        ztest = z_arr[test_inds]
    
        scaler = StandardScaler(); scaler.fit(xtrain)
        xtrain = scaler.transform(xtrain)
        xtest = scaler.transform(xtest)
    
        #for different values of lambda
        for j in range(len(lambdas)):
    
            lassofit = skl.Lasso(alpha=lambdas[j]).fit(xtrain,ztrain)
            z_pred = lassofit.predict(xtest)
    
            scores_KFold[j,k] = np.sum((z_pred - ztest)**2)/np.size(z_pred)

    estimated_mse_KFold = np.mean(scores_KFold,axis=1)
    
    return estimated_mse_KFold

#for k in range(5,10+1):
#    print('k-fold: ', k, '     ', crossvalidation_ridge(k))

estimated_mse_KFold = crossvalidation_lasso(5, nlambdas, lambdas)

plt.figure()
#plt.plot(np.log10(lambdas), estimated_mse_sklearn, label = 'cross_val_score')
plt.plot(np.log10(lambdas), estimated_mse_KFold, 'r--', label = 'KFold')
plt.xlabel('log10(lambda)'); plt.ylabel('mse')
plt.legend(); plt.show()

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2687981060154558, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1076096294337079, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8279274092492326, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5248655940588454, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07197349550117105, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2687981060154558, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1076096294337079, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8279274092492326, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5248655940588454, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07197349550117105, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2687981060154558, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1076096294337079, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8279274092492326, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5248655940588454, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07197349550117105, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.025605351810056, tolerance: 0.015988850477865753
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.694476500394772, tolerance: 0.015988850477865753
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0094755547782572, tolerance: 0.015988850477865753
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9737533565604846, tolerance: 0.015988850477865753
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7497052909888149, tolerance: 0.015988850477865753
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.033774036705748856, tolerance: 0.015988850477865753
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.693906390550733, tolerance: 0.012541737597607523
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.459806915984677, tolerance: 0.012541737597607523
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0015528517713475, tolerance: 0.012541737597607523
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.750570619194244, tolerance: 0.012541737597607523
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7076816295306383, tolerance: 0.012541737597607523
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13739079864881276, tolerance: 0.012541737597607523
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04660735660063331, tolerance: 0.012541737597607523
  model = cd_fast.enet_coordinate_descent(

Comparison between own cv and sk cv for Lasso

def crossvalidation_lassoscikit(k, n, lmb):
    kfold = KFold(n_splits = k) 
    lassofit = skl.Lasso(alpha=lmb)
    estimated_mse_folds = cross_val_score(lassofit, X, z_arr[:, np.newaxis], scoring='neg_mean_squared_error', cv=kfold)
    estimated_mse_sklearn = np.mean(-estimated_mse_folds)
    return estimated_mse_sklearn

print('        ', '      ', 'crossvalidation scikit', '    ','crossvalidation lasso')
a = 5
b = 11
lasso_owncv_mse = np.zeros(b-a)
lasso_scicv_mse = np.zeros(b-a)
for k in range(a, b):
    print('k-fold: ', k, '     ', crossvalidation_lassoscikit(k, 1, 1e-4), '       ', crossvalidation_lasso(k, 1, [1e-4]))
    lasso_owncv_mse[k-a] = crossvalidation_lasso(k, 1, [1e-4]); lasso_scicv_mse[k-a] = crossvalidation_lassoscikit(k, 1, 1e-4)
    
print(lasso_owncv_mse)
print(lasso_scicv_mse)

                crossvalidation scikit      crossvalidation lasso

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35867569184058823, tolerance: 0.05831900192018561
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.07325039173093, tolerance: 0.06199784456069044
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8983389739277499, tolerance: 0.08633810532669299
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.778057900277567, tolerance: 0.07569676005147465
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.661247773957122, tolerance: 0.06724254588745482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4682449227020433, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4682449227020433, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4682449227020433, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7949756603264158, tolerance: 0.015988850477865753
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6416451704137116, tolerance: 0.012541737597607523
  model = cd_fast.enet_coordinate_descent(

k-fold:  5       0.06798047206859714         [0.03440842]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4682449227020433, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4682449227020433, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4682449227020433, tolerance: 0.0041028471528358566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7949756603264158, tolerance: 0.015988850477865753
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6416451704137116, tolerance: 0.012541737597607523
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35867569184058823, tolerance: 0.05831900192018561
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.07325039173093, tolerance: 0.06199784456069044
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8983389739277499, tolerance: 0.08633810532669299
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.778057900277567, tolerance: 0.07569676005147465
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.661247773957122, tolerance: 0.06724254588745482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25438956854736716, tolerance: 0.06456691938104955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.946077099783217, tolerance: 0.06247850393410584
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.361788447326376, tolerance: 0.08199478873212145
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0871868104485145, tolerance: 0.08644633842672275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.519170624508149, tolerance: 0.07567970595708784
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.957953661325128, tolerance: 0.07156135924575162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37019246806192596, tolerance: 0.00304931638379924
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37019246806192596, tolerance: 0.00304931638379924
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37019246806192596, tolerance: 0.00304931638379924
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37019246806192596, tolerance: 0.00304931638379924
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30315222622193483, tolerance: 0.006006461897831602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3711269875466401, tolerance: 0.005326819659912152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37019246806192596, tolerance: 0.00304931638379924
  model = cd_fast.enet_coordinate_descent(

k-fold:  6       0.05201099146363531         [0.04545431]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37019246806192596, tolerance: 0.00304931638379924
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37019246806192596, tolerance: 0.00304931638379924
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37019246806192596, tolerance: 0.00304931638379924
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30315222622193483, tolerance: 0.006006461897831602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3711269875466401, tolerance: 0.005326819659912152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25438956854736716, tolerance: 0.06456691938104955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.946077099783217, tolerance: 0.06247850393410584
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.361788447326376, tolerance: 0.08199478873212145
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0871868104485145, tolerance: 0.08644633842672275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.519170624508149, tolerance: 0.07567970595708784
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.957953661325128, tolerance: 0.07156135924575162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2202709192603436, tolerance: 0.0692059365528314
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.562780549102527, tolerance: 0.06511109502557286
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.2456651747449, tolerance: 0.0772461253266048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7252455791175123, tolerance: 0.08842084537961177
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.120526425953528, tolerance: 0.08386501867583479
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.243015732897696, tolerance: 0.0763572712642219
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.389888896491826, tolerance: 0.07501813154240669
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4133709333619333, tolerance: 0.002511345873595013
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4133709333619333, tolerance: 0.002511345873595013
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4133709333619333, tolerance: 0.002511345873595013
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4133709333619333, tolerance: 0.002511345873595013
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4133709333619333, tolerance: 0.002511345873595013
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.040227283227582955, tolerance: 0.003102188585568704
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17751057661735303, tolerance: 0.003336694960081657
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4133709333619333, tolerance: 0.002511345873595013
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4133709333619333, tolerance: 0.002511345873595013
  model = cd_fast.enet_coordinate_descent(

k-fold:  7       0.03257946084249959         [0.07286131]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4133709333619333, tolerance: 0.002511345873595013
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4133709333619333, tolerance: 0.002511345873595013
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4133709333619333, tolerance: 0.002511345873595013
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.040227283227582955, tolerance: 0.003102188585568704
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17751057661735303, tolerance: 0.003336694960081657
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2202709192603436, tolerance: 0.0692059365528314
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.562780549102527, tolerance: 0.06511109502557286
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.2456651747449, tolerance: 0.0772461253266048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7252455791175123, tolerance: 0.08842084537961177
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.120526425953528, tolerance: 0.08386501867583479
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.243015732897696, tolerance: 0.0763572712642219
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.389888896491826, tolerance: 0.07501813154240669
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.248757862011189, tolerance: 0.07242572836689135
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.37710497677692, tolerance: 0.0688066689464092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.331975971686198, tolerance: 0.07387699042424896
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.086246391101469, tolerance: 0.08611936945904816
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.875572887112142, tolerance: 0.08858646816684526
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.658682776642067, tolerance: 0.08218977470674128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.846264688881533, tolerance: 0.07798780555709318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9269769985483265, tolerance: 0.07721624801407813
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04324450248040357, tolerance: 0.0022135479055753328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19038543821170495, tolerance: 0.0026238238901099254
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(

k-fold:  8       0.02682837463628923         [0.07709486]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35230348562837244, tolerance: 0.002180416794233948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04324450248040357, tolerance: 0.0022135479055753328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19038543821170495, tolerance: 0.0026238238901099254
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.248757862011189, tolerance: 0.07242572836689135
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.37710497677692, tolerance: 0.0688066689464092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.331975971686198, tolerance: 0.07387699042424896
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.086246391101469, tolerance: 0.08611936945904816
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.875572887112142, tolerance: 0.08858646816684526
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.658682776642067, tolerance: 0.08218977470674128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.846264688881533, tolerance: 0.07798780555709318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9269769985483265, tolerance: 0.07721624801407813
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4577851536608222, tolerance: 0.0757095282878397
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.75035727604255, tolerance: 0.07011061829135208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9315709390945557, tolerance: 0.07361770304617365
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.798524750546029, tolerance: 0.08314371460024576
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.134167269409943, tolerance: 0.08935876806321331
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1461360034073067, tolerance: 0.08699778835902566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.962520329502041, tolerance: 0.08196711818376369
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8932944032171264, tolerance: 0.07885570596778439
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7729865829667943, tolerance: 0.07909531733653186
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13807071460551357, tolerance: 0.0018664977186593679
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30754576655555654, tolerance: 0.002290592157891084
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(

k-fold:  9       0.024660799032600798         [0.09348939]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3212444082871939, tolerance: 0.0018645788253037273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13807071460551357, tolerance: 0.0018664977186593679
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30754576655555654, tolerance: 0.002290592157891084
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4577851536608222, tolerance: 0.0757095282878397
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.75035727604255, tolerance: 0.07011061829135208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9315709390945557, tolerance: 0.07361770304617365
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.798524750546029, tolerance: 0.08314371460024576
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.134167269409943, tolerance: 0.08935876806321331
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1461360034073067, tolerance: 0.08699778835902566
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.962520329502041, tolerance: 0.08196711818376369
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8932944032171264, tolerance: 0.07885570596778439
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7729865829667943, tolerance: 0.07909531733653186
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7649319321701711, tolerance: 0.07781697812038062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.221170728760399, tolerance: 0.07268938471213263
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.02691200513501, tolerance: 0.07407779604934758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.330730236691451, tolerance: 0.08064041878618063
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.650763656468804, tolerance: 0.08755717393345595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1901428236674434, tolerance: 0.08934994100614872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.495820055387782, tolerance: 0.08570219940908261
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.89385451461591, tolerance: 0.08214852381540041
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.243514850282793, tolerance: 0.07991654604104137
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.373745015892382, tolerance: 0.08048608848978016
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14040936380924696, tolerance: 0.001672574579889381
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3808978046688264, tolerance: 0.0020699350480753364
  model = cd_fast.enet_coordinate_descent(

k-fold:  10       0.022087134678170757         [0.11689792]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29975442040810474, tolerance: 0.0016327649384094323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14040936380924696, tolerance: 0.001672574579889381
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3808978046688264, tolerance: 0.0020699350480753364
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7649319321701711, tolerance: 0.07781697812038062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.221170728760399, tolerance: 0.07268938471213263
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.02691200513501, tolerance: 0.07407779604934758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.330730236691451, tolerance: 0.08064041878618063
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.650763656468804, tolerance: 0.08755717393345595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1901428236674434, tolerance: 0.08934994100614872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.495820055387782, tolerance: 0.08570219940908261
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.89385451461591, tolerance: 0.08214852381540041
  model = cd_fast.enet_coordinate_descent(

[0.03440842 0.04545431 0.07286131 0.07709486 0.09348939 0.11689792]
[0.06798047 0.05201099 0.03257946 0.02682837 0.0246608  0.02208713]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.243514850282793, tolerance: 0.07991654604104137
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.373745015892382, tolerance: 0.08048608848978016
  model = cd_fast.enet_coordinate_descent(

Exercise 6

Dataset

import numpy as np
from imageio import imread
import matplotlib.pyplot as plt
from mpl_toolkits.mplot3d import Axes3D
from matplotlib import cm
# Load the terrain
terrain1 = imread("SRTM_data_Norway_1.tif")
# Show the terrain
plt.figure()
plt.title("Terrain over Norway 1")
plt.imshow(terrain1, cmap="gray")
plt.xlabel("X")
plt.ylabel("Y")
plt.show()
print(terrain1)

[[1161 1165 1169 ...  931  922  922]
 [1168 1171 1174 ...  941  928  922]
 [1172 1173 1176 ...  945  934  924]
 ...
 [ 673  677  681 ...  300  300  297]
 [ 675  677  681 ...  296  297  294]
 [ 677  680  682 ...  292  294  292]]

print(terrain1)
print(terrain1.shape)

[[1161 1165 1169 ...  931  922  922]
 [1168 1171 1174 ...  941  928  922]
 [1172 1173 1176 ...  945  934  924]
 ...
 [ 673  677  681 ...  300  300  297]
 [ 675  677  681 ...  296  297  294]
 [ 677  680  682 ...  292  294  292]]
(3601, 1801)

Attempt at ordinary least square fit

from sklearn.preprocessing import MinMaxScaler
terrain1 = imread("SRTM_data_Norway_1.tif")
# Cutting dataset from 3601x1801 to 100x100
N = 35
terrain = terrain1[:N, :N]
# Setting up meshgrid for calculations. 
x = np.linspace(0, 1, np.shape(terrain)[0])
y = np.linspace(0, 1, np.shape(terrain)[1])
xx, yy = np.meshgrid(x, y)
z = terrain
z_arr = float(z.ravel()) # one-dim array out of terrain

n = 15 # degree of polynomial fit

# Design matrix out of meshgrid values
X = create_X(xx, yy, n=n)
# Splitting data into train and test
X_train, X_test, z_train, z_test = train_test_split(X, z_arr, test_size=0.2)

# Scaling
X_train -= np.mean(X_train, axis=0); X_test -= np.mean(X_train, axis=0)
z_train -= np.mean(z_train, axis=0); z_test -= np.mean(z_train, axis=0)

# Performing OLS regression
olsbeta = np.linalg.pinv(X_train.T @ X_train) @ X_train.T @ z_train

zpred = X_test @ olsbeta
zfull = X @ olsbeta
zplot = zfull.reshape(N, N)



MSEPredict = MSE(z_test, zpred)
print("MSE test error: % .5f" % MSEPredict)
R2Predict = R2(z_test, zpred)
print("R2 test: % .5f" % R2Predict)

plt.figure()
plt.title("Terrain over Norway 1")
plt.imshow(z, cmap="gray")
plt.xlabel("X")
plt.ylabel("Y")
plt.show()

plt.figure()
plt.title("Terrain over Norway 1")
plt.imshow(zplot, cmap="gray")
plt.xlabel("X")
plt.ylabel("Y")
plt.show()

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-100-8c5320f4ecb7> in <module>
      9 xx, yy = np.meshgrid(x, y)
     10 z = terrain
---> 11 z_arr = float(z.ravel()) # one-dim array out of terrain
     12 
     13 n = 15 # degree of polynomial fit

TypeError: only size-1 arrays can be converted to Python scalars

OLS fit with different polynomial degrees

np.random.seed(3155)
terrain = imread("SRTM_data_Norway_1.tif")
maxdegree = 20
N = 35
terrain = terrain[:N,:N]
# Creates mesh of image pixels
x = np.linspace(0,1, np.shape(terrain)[0])
y = np.linspace(0,1, np.shape(terrain)[1])
x_mesh, y_mesh = np.meshgrid(x,y)
z = terrain
# Creates arrays to store info
MSETest = np.zeros(maxdegree)
MSETrain = np.zeros(maxdegree)
R2Test = np.zeros(maxdegree)
R2Train = np.zeros(maxdegree)
polyfit = np.zeros(maxdegree)
for degree in range(maxdegree): 
    polyfit[degree] = degree
    # Design matrix
    X = create_X(x_mesh, y_mesh, degree)
    # Splitting data into train and test
    X_train, X_test, z_train, z_test = train_test_split(X, z.ravel(), test_size=0.2)
    # Calculates beta
    beta = np.linalg.pinv(X_train.T @ X_train) @ X_train.T @ z_train
    # Performs predictions
    zpred = X_test @ beta
    ztilde = X_train @ beta
    
    # Collecting data from each iteration
    MSETest[degree] = MSE(z_test, zpred)
    MSETrain[degree] = MSE(z_train, ztilde)
    R2Test[degree] = R2(z_test, zpred)
    R2Train[degree] = R2(z_train, ztilde)

# Plots MSE test and train against degree of polynomial
plt.plot(polyfit, MSETest, label="MSE Test")
plt.plot(polyfit, MSETrain, label="MSE Train")
plt.xlabel("Degree of polynomial fit")
plt.ylabel("Mean squared error")
plt.legend()
plt.show()
# Plots R2 test and train against degree of polynomial
plt.plot(polyfit, R2Test, label="R2 Test")
plt.plot(polyfit, R2Train, label="R2 Train")
plt.xlabel("Degree of polynomial fit")
plt.ylabel("R2-score")
plt.legend()
plt.show()

# Prints minimal MSE with degree and R2
print("Minimal MSE using OLS")
print(min(MSETest))
print("using polyfit with n=%1d" % np.argmin(MSETest))
print("Best R2")
print(R2Test[np.argmin(MSETest)])

Minimal MSE using OLS
5.847701118791414
using polyfit with n=19
Best R2
0.9943495751003731

BVTradeoff OLS

np.random.seed(3155)
terrain = imread("SRTM_data_Norway_1.tif")
# Setting up meshgrid of values and dataset
N = 35
terrain = terrain[:N, :N]
maxdegree = 50 # maximal degree of polynomial
x = np.linspace(0, 1, np.shape(terrain)[0])
y = np.linspace(0, 1, np.shape(terrain)[1])
x_mesh, y_mesh = np.meshgrid(x, y)
z = terrain
# Arrays for information storage
error = np.zeros(maxdegree)
bias = np.zeros(maxdegree)
variance = np.zeros(maxdegree)
MSE_predict = np.zeros(maxdegree)
polydegree = np.zeros(maxdegree)
n_bootstraps = 100

error_train = np.zeros(maxdegree); bias_train = np.zeros(maxdegree); variance_train = np.zeros(maxdegree) #train
MSE_Train = np.zeros(maxdegree);

# Looping through all polynomial degrees up to maxdegree
for degree in range(maxdegree): 
    # Creates design matrix
    X = create_X(x_mesh, y_mesh, n=degree)
    # Splitting data into train and test data
    X_train, X_test, z_train, z_test = train_test_split(X, z.ravel(), test_size=0.2)
    X_offset = np.average(X_train, axis=0)
    #X_train = X_train-X_offset
    #X_test = X_test -X_offset
    z_offset = np.average(z_train, axis=0)
    #z_train = z_train - z_offset
    #z_test = z_test - z_offset
    # Arrays for storage of prediction data
    zpred = np.empty((z_test.shape[0], n_bootstraps))
    ztrain = np.empty((z_train.shape[0], n_bootstraps))
    for i in range(n_bootstraps): 
        # Resampling
        x_, z_ = resample(X_train, z_train)
        # Calculates OLS beta based on resampled data
        olsbeta = OLS_beta(x_, z_)
        # Performs OLS regression
        zpred[:, i] = (X_test) @ olsbeta
        ztrain[:, i] = (x_) @ olsbeta
    # Stores data    
    polydegree[degree] = degree
    error[degree] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
    bias[degree] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
    variance[degree] = np.mean( np.var(zpred, axis=1, keepdims=True) )
    MSE_predict[degree] = bias[degree] + variance[degree] + error[degree]
    """
    error_train[degree] = np.mean( np.mean((z_train.reshape(-1,1) - ztrain)**2, axis=1, keepdims=True) )
    bias_train[degree] = np.mean( (z_train.reshape(-1,1) - np.mean(ztrain, axis=1, keepdims=True))**2 )
    variance_train[degree] = np.mean( np.var(ztrain, axis=1, keepdims=True) )
    MSE_Train[degree] = bias_train[degree] + variance_train[degree] + error_train[degree]
    """
# Plots error, bias, variance and predicted MSE against degree of polynomial
plt.plot(polydegree, error, 'b--', linewidth=10, label='Error')
plt.plot(polydegree, bias, label='Bias')
plt.plot(polydegree, variance, label='Variance')
plt.plot(polydegree, MSE_predict, label='MSE Predict')
plt.xlabel('Model complexity'); plt.title('Bias-Variance-tradeoff')
#plt.xlim(0, 15); plt.ylim(0, 0.009)
save_fig('BiasVarTradeOLS')
plt.legend(); plt.show()

#plt.figure()
#plt.plot(polydegree, MSE_Train,label='MSE Train'); 
#plt.xlabel('Model complexity'); plt.ylabel('MSE'); plt.title('MSE vs Model complexity'); plt.legend(); plt.show()

# Plots variance against degree of polynomial
plt.plot(polydegree, variance, 'r--', label='Variance'); plt.legend(); save_fig('VarTradeOLS'); plt.show()
# Plots bias against degree of polynomial
plt.plot(polydegree, bias, label='Bias'); plt.legend(); save_fig('BiasTradeOLS'); plt.show()

Discussion of BVTRADEOFF

WE see blabla.

import sklearn.linear_model as skl
import numpy as np
import matplotlib.pyplot as plt
from sklearn.model_selection import KFold #new
from sklearn.linear_model import Ridge
from sklearn.model_selection import cross_val_score #new
from sklearn.preprocessing import PolynomialFeatures

np.random.seed(3155)

n = 10
N = 100
terrain = terrain1[:N, :N]
x = np.linspace(0, 1, np.shape(terrain)[0])
y = np.linspace(0, 1, np.shape(terrain)[1])
m_x, m_y = np.meshgrid(x, y)
z = terrain
print(z.shape)
z = z.ravel()
X = create_X(m_x, m_y, n=n)

def crossvalidation_ols(k):
    
    scores_KFold = np.zeros(k)

    x_indices = np.arange(len(X))
    x_splits = np.array_split(x_indices, k)
    concat_pre = np.arange(len(x_splits))

    i = 0
    
    for k in range(len(x_splits)):
        test_inds = x_splits[k]
        concat = np.delete(concat_pre, k)

        #find and concatenate training data
        if (len(concat)-1) == 0:
               train_inds = x_splits[concat[0]]
        else:
            for v in range(len(concat)-1):
                train_inds = np.concatenate((x_splits[concat[v]], x_splits[concat[v+1]]))
       
        xtrain = X[train_inds]
        ztrain = z[train_inds]

        xtest = X[test_inds]
        ztest = z[test_inds]
    
        scaler = StandardScaler(); scaler.fit(xtrain)
        xtrain = scaler.transform(xtrain)
        xtest = scaler.transform(xtest)
    
        olsfit = skl.LinearRegression().fit(xtrain, ztrain)
        olsz_test = olsfit.predict(xtest)

        #scores_KFold[0][i] = np.sum((olsz_test - ztest)**2)/np.size(olsz_test)
        scores_KFold[i] = MSE(ztest, olsz_test)
        i += 1 

    estimated_mse_KFold = np.mean(scores_KFold)
    
    return estimated_mse_KFold

for k in range(5,10+1):
    print('k-fold: ', k, '     ', crossvalidation_ols(k))

(100, 100)
k-fold:  5       14309862792888.365
k-fold:  6       8.194003355782653e+16
k-fold:  7       1.9395498593329762e+19
k-fold:  8       6.809944712881689e+18
k-fold:  9       4.309393841535939e+20
k-fold:  10       7.614009299987827e+18

def crossvalidation_scikit(k):
    kfold = KFold(n_splits = k) 
    olsfit = skl.LinearRegression()
    estimated_mse_folds = cross_val_score(olsfit, X, z[:, np.newaxis], scoring='neg_mean_squared_error', cv=kfold)
    estimated_mse_sklearn = np.mean(-estimated_mse_folds)
    return estimated_mse_sklearn

print('        ', '      ', 'crossvalidation scikit', '    ','crossvalidation ols')
for k in range(10,20+1):
    print('k-fold: ', k, '     ', crossvalidation_scikit(k), '       ', crossvalidation_ols(k))

                crossvalidation scikit      crossvalidation ols
k-fold:  10       55815.021256542976         7.614009299987827e+18
k-fold:  11       54879.52184980894         1.3336899305763085e+20
k-fold:  12       22638.570324742876         7.0303474058469106e+19
k-fold:  13       15789.004507874586         8.473107565307431e+18
k-fold:  14       9267.3668189333         6.722493386612939e+20
k-fold:  15       7928.144970789721         3.062952809329242e+20
k-fold:  16       4871.318484753168         6.993893432136945e+21
k-fold:  17       5427.612755702875         1.308041600760966e+23
k-fold:  18       3303.553361831061         1.7242373474546156e+20
k-fold:  19       2159.18042609231         7.836036192653149e+21
k-fold:  20       2515.146896484375         1.2111379880469103e+22

Ridge fit

N=35
n = 19
terrain = terrain1[:N, :N]
x = np.linspace(0, 1, np.shape(terrain)[0])
y = np.linspace(0, 1, np.shape(terrain)[1])
mx, my = np.meshgrid(x, y)
z = terrain
z_arr = z.ravel()
X = create_X(mx, my, n=n)
X_train, X_test, z_train, z_test = train_test_split(X, z_arr, test_size=0.2)
I = np.eye(X_train.shape[1], X_train.shape[1]) 
nlambdas = 100; lambdas = np.logspace(-10, 1, nlambdas)
MSETest = np.zeros(nlambdas); MSETrain = np.zeros(nlambdas); R2Test = np.zeros(nlambdas); R2Train = np.zeros(nlambdas)

for i in range(nlambdas): 
    lmb = lambdas[i]
    ridgebeta = np.linalg.pinv(X_train.T @ X_train + lmb*I) @ X_train.T @ z_train
    zpred = X_test @ ridgebeta
    ztilde = X_train @ ridgebeta
    
    MSETest[i] = MSE(z_test, zpred); MSETrain[i] = MSE(z_train, ztilde); R2Test[i] = R2(z_test, zpred); R2Train[i] = R2(z_train, ztilde)
    
    
plt.plot(np.log10(lambdas), MSETest, label="MSE Test")
plt.plot(np.log10(lambdas), MSETrain, label="MSE Train")
plt.xlabel(r'$log_{10}(\lambda)$')
plt.ylabel("Mean squared error")
plt.legend()
plt.show()

plt.plot(np.log10(lambdas), R2Test, label="R2 Test")
plt.plot(np.log10(lambdas), R2Train, label="R2 Train")
plt.xlabel(r'$log_{10}(\lambda)$')
plt.ylabel("R2-score")
plt.legend()
plt.show()

print("Minimal MSE when lambda =10^-%d", np.log10(lambdas[np.argmin(MSETest)]))
print("Minimal MSE: % .2f" % np.min(MSETest))
print("Maximum R2: % .5f" % R2Test[np.argmin(MSETest)])
    

Minimal MSE when lambda =10^-%d -9.777777777777779
Minimal MSE:  100.21
Maximum R2:  0.97931

Bias-Variance tradeoff, Ridge against polynomial degree

np.random.seed(3155)
terrain1 = imread("SRTM_data_Norway_1.tif")
# Using optimal lambda from code above
nlambdas = 21; lambdas = np.logspace(-15, 5, nlambdas)
# Setting up meshgrid of data
N = 30
terrain = terrain1[:N, :N]

maxdegree = 20 # maximal degree of polynomial we are testing
n_bootstraps = 100
x = np.sort(np.random.uniform(0, 1, N)) 
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
z = terrain
z_arr = z.ravel()

# Arrays to store values 
error = np.zeros(maxdegree)
bias = np.zeros(maxdegree)
variance = np.zeros(maxdegree)
MSE_predict = np.zeros(maxdegree)
polydegree = np.zeros(maxdegree)
MSE_l_d_mean = np.zeros((maxdegree, nlambdas))
MSE_l_d_std  = np.zeros((maxdegree, nlambdas))
MSE_l_d_var = np.zeros((maxdegree, nlambdas))
R2_l_d = np.zeros((maxdegree, nlambdas))
R2_l_d_std = np.zeros((maxdegree, nlambdas))

MSE_n = np.zeros(n_bootstraps)
R2_n = np.zeros(n_bootstraps)

error_train = np.zeros(maxdegree); bias_train = np.zeros(maxdegree); variance_train = np.zeros(maxdegree) #train
MSE_Train = np.zeros(maxdegree)

# Looping through all lambda values 
for j in range(nlambdas): 
    lmb = lambdas[j]
    # Looping through all degrees
    for degree in range(maxdegree): 
        # Creating design matrix based on degree
        X = create_X(mx, my, n=degree)
        X_train, X_test, z_train, z_test = train_test_split(X, z_arr, test_size=0.2)
        # Creating identity matrix
        I = np.eye(X_train.shape[1], X_train.shape[1])
        # Arrays to store prediction values
        zpred = np.empty((z_test.shape[0], n_bootstraps))
        ztrain = np.empty((z_train.shape[0], n_bootstraps))
        # Looping through the bootstrap
        for i in range(n_bootstraps): 
            # Resampling
            x_, z_ = resample(X_train, z_train)
            # creating ridgebeta
            ridgebeta = np.linalg.pinv(x_.T @ x_ + lmb* I) @ x_.T @ z_
            # make predictions
            zp = X_test @ ridgebeta
            zpred[:, i] = X_test @ ridgebeta
            ztrain[:, i] = x_ @ ridgebeta
            MSE_n[i] = MSE(z_test, zp)
            R2_n[i] = R2(z_test, zp)
        # Adding values to their respective array
        MSE_l_d_mean[degree, j] = np.mean(MSE_n)
        MSE_l_d_std[degree, j] = np.std(MSE_n)
        MSE_l_d_var[degree, j] = np.var(MSE_n)
        R2_l_d[degree, j] = np.mean(R2_n)
        R2_l_d_std[degree, j] = np.std(R2_n)
        polydegree[degree] = degree
        error[degree] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
        bias[degree] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
        variance[degree] = np.mean( np.var(zpred, axis=1, keepdims=True) )
        MSE_predict[degree] = bias[degree] + variance[degree] + error[degree]
        """
        error_train[degree] = np.mean( np.mean((z_train.reshape(-1,1) - ztrain)**2, axis=1, keepdims=True) )
        bias_train[degree] = np.mean( (z_train.reshape(-1,1) - np.mean(ztrain, axis=1, keepdims=True))**2 )
        variance_train[degree] = np.mean( np.var(ztrain, axis=1, keepdims=True) )
        MSE_Train[degree] = bias_train[degree] + variance_train[degree] + error_train[degree]
        """
    # Plotting bias variance tradeoff against for lambdas
    plt.plot(polydegree, error, 'b--', linewidth=10, label='Error')
    plt.plot(polydegree, bias, label='Bias')
    plt.plot(polydegree, variance, label='Variance')
    plt.plot(polydegree, MSE_predict, label='MSE Predict')
    plt.xlabel('Model complexity'); plt.title('Bias-Variance-tradeoff lambda={:e}'.format(lmb))
    #plt.xlim(0, 15); plt.ylim(0, 0.009)
    save_fig('BiasVarTradeRidgeTERRAIN_lambda_{:e}'.format(lmb))
    plt.legend(); plt.show()

    #plt.figure()
    #plt.plot(polydegree, MSE_Train,label='MSE Train'); 
    #plt.xlabel('Model complexity'); plt.ylabel('MSE'); plt.title('MSE vs Model complexity'); plt.legend(); plt.show()

    plt.plot(polydegree, variance, 'r--', label='Variance'); plt.legend(); save_fig('VarTradeRidgeTERRAIN_lambda_{:e}'.format(lmb)); plt.show()
    plt.plot(polydegree, bias, label='Bias'); plt.legend(); save_fig('BiasTradeRidgeTERRAIN_lambda_{:e}'.format(lmb)); plt.show()
min_val = []
min_d = []
for i in range(nlambdas): 
    min_d.append(np.argmin(MSE_l_d_mean[:, i]))
    min_val.append(min(MSE_l_d_mean[:, i]))

min_lambda = np.argmin(min_val)
min_degree = min_d[min_lambda]


#print(np.argmin(min_val))
#print(min_d[min_lambda])
#print(MSE_l_d_mean[min_degree, min_lambda])
lowest_MSE = MSE_l_d_mean[min_degree, min_lambda]
STD_lowest_MSE = MSE_l_d_std[min_degree, min_lambda]
var_lowest_MSE = MSE_l_d_var[min_degree, min_lambda]
print("Best R2: {}, std: {}".format(R2_l_d[min_degree, min_lambda], R2_l_d_std[min_degree, min_lambda]))
print("Lowest MSE: {:e}, std: {:e}".format(lowest_MSE, STD_lowest_MSE))

plt.contourf(np.log10(lambdas), polydegree, MSE_l_d_mean); plt.plot(np.log10(lambdas[min_lambda]), min_degree, "w+"); plt.text(np.log10(lambdas[min_lambda])+0.4, min_degree+0.4, "min MSE", color = "w")
plt.xlabel(r'$log_{10}(\lambda)$'); plt.ylabel('Degree of polynomial'); cb = plt.colorbar(); cb.set_label(label="MSE", size=14)
save_fig('BestlambdadegreeRidgeTERRAIN'); plt.show()

Best R2: 0.9830049432334331, std: 0.0012660501690696902
Lowest MSE: 1.607188e+01, std: 1.197278e+00

plt.contourf(np.log10(lambdas), polydegree, MSE_l_d_mean); plt.plot(np.log10(lambdas[min_lambda]), min_degree, "w+"); plt.text(np.log10(lambdas[min_lambda])-0.5, min_degree-0.9, "min MSE", color = "w")
plt.xlabel(r'$log_{10}(\lambda)$'); plt.ylabel('Degree of polynomial'); cb = plt.colorbar(); cb.set_label(label="MSE", size=14)
save_fig('BestlambdadegreeRidgeTERRAIN'); plt.show()

Ridge with Bootstraps resampling method

# Setting up lambdavalues
nlambdas = 21; lambdas = np.logspace(-15, 5, nlambdas);
np.random.seed(3155)
N = 100
# Setting up meshgrid of values and terrain
terrain = terrain1[:N, :N]
x = np.sort(np.random.uniform(0, 1, np.shape(terrain)[0]))
y = np.sort(np.random.uniform(0, 1, np.shape(terrain)[1]))
mx, my = np.meshgrid(x, y)
z = terrain
z_arr = z.ravel()

n = 15 # Polynomial degree

n_bootstraps = 100 # number of iterations in resampling loop
# Arrays for storage of information
error = np.zeros(n_bootstraps)
bias = np.zeros(n_bootstraps)
variance = np.zeros(n_bootstraps)
MSE_predict = np.zeros(n_bootstraps)

MSE_l = np.zeros(nlambdas)


# Design matrix
X = create_X(mx, my, n=n)
# Splitting into train and test datasets
X_train, X_test, z_train, z_test = train_test_split(X, z_arr, test_size=0.2)
# Identity matrix
I = np.eye(X_train.shape[1], X_train.shape[1])
# Arrays for storage of info 
zpred = np.empty((z_test.shape[0], n_bootstraps))
ztilde = np.empty((z_train.shape[0], n_bootstraps))
# Looping through the lambdavalues in lambdas
for j in range(nlambdas): 
    lmb = lambdas[j]
    print("Lambda val:")
    print(lmb)
    for i in range(n_bootstraps):
        # Resampling
        x_, z_ = resample(X_train, z_train)
        # Calculating ridgebeta
        ridgebeta = np.linalg.pinv(x_.T @ x_ + lmb*I) @ x_.T @ z_
        # Performing Ridge regression
        zpred[:, i] = X_test @ ridgebeta
        ztilde[:, i] = x_ @ ridgebeta
        # Collecting data
        error[i] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
        bias[i] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
        variance[i] = np.mean( np.var(zpred, axis=1, keepdims=True) )
        MSE_predict[i] = bias[i] + variance[i] + error[i]
    print("Predicted MSE")
    print(np.mean(MSE_predict))
    print("Error")
    print(np.mean(error))
    print("Bias")
    print(np.mean(bias))
    print("Variance")
    print(np.mean(variance))
    
    MSE_l[j] = np.mean(MSE_predict)
# Plotting MSE with respect to lambda  
plt.plot(np.log10(lambdas), MSE_l, label="Predicted MSE")
plt.xlabel(r'$log_{10}(\lambda)$')
plt.ylabel("MSE")
plt.legend()
plt.show()

Lambda val:
1e-05

<ipython-input-30-65c360d56250>:48: RuntimeWarning: invalid value encountered in subtract
  error[i] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
<ipython-input-30-65c360d56250>:48: RuntimeWarning: overflow encountered in square
  error[i] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
/usr/lib/python3/dist-packages/numpy/core/_methods.py:151: RuntimeWarning: overflow encountered in reduce
  ret = umr_sum(arr, axis, dtype, out, keepdims)
/usr/lib/python3/dist-packages/numpy/core/_methods.py:151: RuntimeWarning: invalid value encountered in reduce
  ret = umr_sum(arr, axis, dtype, out, keepdims)
<ipython-input-30-65c360d56250>:49: RuntimeWarning: overflow encountered in square
  bias[i] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
/usr/lib/python3/dist-packages/numpy/core/_methods.py:183: RuntimeWarning: overflow encountered in reduce
  arrmean = umr_sum(arr, axis, dtype, keepdims=True)
/usr/lib/python3/dist-packages/numpy/core/_methods.py:183: RuntimeWarning: invalid value encountered in reduce
  arrmean = umr_sum(arr, axis, dtype, keepdims=True)
/usr/lib/python3/dist-packages/numpy/core/_methods.py:193: RuntimeWarning: invalid value encountered in subtract
  x = asanyarray(arr - arrmean)
/usr/lib/python3/dist-packages/numpy/core/_methods.py:195: RuntimeWarning: overflow encountered in multiply
  x = um.multiply(x, x, out=x)

Predicted MSE
nan
Error
nan
Bias
nan
Variance
nan
Lambda val:
2.3357214690901213e-05
Predicted MSE
634.0872481978232
Error
317.0436240989116
Bias
314.67922903035947
Variance
2.3643950685521067
Lambda val:
5.4555947811685143e-05
Predicted MSE
673.1889215318756
Error
336.5944607659379
Bias
334.3587856743113
Variance
2.2356750916265393
Lambda val:
0.00012742749857031334
Predicted MSE
713.8814804613663
Error
356.9407402306832
Bias
354.81647656914794
Variance
2.1242636615351547
Lambda val:
0.00029763514416313193
Predicted MSE
750.67820749883
Error
375.339103749415
Bias
373.3477943733213
Variance
1.9913093760937002
Lambda val:
0.0006951927961775605
Predicted MSE
785.0366593244912
Error
392.5183296622457
Bias
390.49697893900935
Variance
2.021350723236275
Lambda val:
0.001623776739188721
Predicted MSE
826.5711933648608
Error
413.2855966824303
Bias
411.0835871714896
Variance
2.2020095109407865
Lambda val:
0.00379269019073225
Predicted MSE
879.246473592899
Error
439.62323679644936
Bias
437.3392590691555
Variance
2.283977727293957
Lambda val:
0.008858667904100823
Predicted MSE
942.5526158142981
Error
471.276307907149
Bias
469.00874037496635
Variance
2.2675675321827624
Lambda val:
0.02069138081114788
Predicted MSE
1011.460910068536
Error
505.730455034268
Bias
503.57628066054605
Variance
2.1541743737219075
Lambda val:
0.04832930238571752
Predicted MSE
1080.9987247530737
Error
540.4993623765369
Bias
538.4593545889655
Variance
2.04000778757134
Lambda val:
0.11288378916846883
Predicted MSE
1141.44011685006
Error
570.72005842503
Bias
568.8918686498944
Variance
1.8281897751356437
Lambda val:
0.26366508987303555
Predicted MSE
1192.9937469613237
Error
596.496873480662
Bias
594.6063931787575
Variance
1.8904803019043994
Lambda val:
0.6158482110660255
Predicted MSE
1244.2592950044943
Error
622.1296475022472
Bias
620.1872351251989
Variance
1.9424123770483408
Lambda val:
1.438449888287663
Predicted MSE
1302.7241048458784
Error
651.3620524229392
Bias
649.4927835825465
Variance
1.869268840392459
Lambda val:
3.359818286283781
Predicted MSE
1367.3196262531712
Error
683.6598131265856
Bias
681.7524154257137
Variance
1.9073977008720127
Lambda val:
7.847599703514606
Predicted MSE
1446.4115622852842
Error
723.2057811426421
Bias
720.518866934247
Variance
2.6869142083953967
Lambda val:
18.32980710832434
Predicted MSE
1584.8394742298508
Error
792.4197371149254
Bias
786.9136667754127
Variance
5.506070339512685
Lambda val:
42.81332398719387
Predicted MSE
1944.7579258834562
Error
972.378962941728
Bias
957.5439255754841
Variance
14.835037366244006
Lambda val:
100.0
Predicted MSE
3002.8294536369476
Error
1501.4147268184738
Bias
1460.1990304479655
Variance
41.215696370507956

Cross-validation, ridge

def crossvalidation_ridge(k, nlambdas,lambdas):
    
    scores_KFold = np.zeros((nlambdas,k))

    x_indices = np.arange(len(X))
    x_splits = np.array_split(x_indices, k)
    concat_pre = np.arange(len(x_splits))

    
    for k in range(len(x_splits)):
        test_inds = x_splits[k]
        concat = np.delete(concat_pre, k)

        #find and concatenate training data
        if (len(concat)-1) == 0:
                train_inds = x_splits[concat[0]]
        else:
            for v in range(len(concat)-1):
                train_inds = np.concatenate((x_splits[concat[v]], x_splits[concat[v+1]])) 
        
        xtrain = X[train_inds]
        ztrain = z.ravel()[train_inds]

        xtest = X[test_inds]
        ztest = z.ravel()[test_inds]
    
        scaler = StandardScaler(); scaler.fit(xtrain)
        xtrain = scaler.transform(xtrain)
        xtest = scaler.transform(xtest)
        
        I = np.eye(xtrain.shape[1],xtrain.shape[1])
    
        #for different values of lambda
        for j in range(len(lambdas)):
 
            ridgebeta = np.linalg.inv(xtrain.T @ xtrain +lambdas[j]*I) @ xtrain.T @ ztrain
    
            z_pred = xtest @ ridgebeta
            scores_KFold[j,k] = np.sum((z_pred.reshape(-1,1) - ztest)**2)/np.size(z_pred)


    estimated_mse_KFold = np.mean(scores_KFold,axis=1)
    
    return estimated_mse_KFold

#for k in range(5,10+1):
#    print('k-fold: ', k, '     ', crossvalidation_ridge(k))
nlambdas = 20
lambdas = np.logspace(-1.5, -0.5, nlambdas)
estimated_mse_KFold = crossvalidation_ridge(5, nlambdas = 20, lambdas = np.logspace(-1.5, -0.5, 20))

plt.figure()
#plt.plot(np.log10(lambdas), estimated_mse_sklearn, label = 'cross_val_score')
plt.plot(np.log10(lambdas), estimated_mse_KFold, 'r--', label = 'KFold')
plt.xlabel('log10(lambda)'); plt.ylabel('mse')
plt.legend(); plt.show()

Comparison with scikit

def crossvalidation_ridgescikit(k, n, lmb):
    kfold = KFold(n_splits = k) 
    ridgefit = skl.Ridge(alpha=lmb)
    estimated_mse_folds = cross_val_score(ridgefit, X, z_arr[:, np.newaxis], scoring='neg_mean_squared_error', cv=kfold)
    estimated_mse_sklearn = np.mean(-estimated_mse_folds)
    return estimated_mse_sklearn

print('        ', '      ', 'crossvalidation scikit', '    ','crossvalidation ridge')
a = 5
b = 11
ridge_owncv_mse = np.zeros(b-a)
ridge_scicv_mse = np.zeros(b-a)
for k in range(a, b):
    print('k-fold: ', k, '     ', crossvalidation_ridgescikit(k, 1, 1e-1), '       ', crossvalidation_ridge(k, 1, [1e-1]))
    ridge_owncv_mse[k-a] = crossvalidation_ridge(k, 1, [1e-4]); ridge_scicv_mse[k-a] = crossvalidation_ridgescikit(k, 1, 1e-4)

                crossvalidation scikit      crossvalidation ridge
k-fold:  5       60550.16891202924         [9.93784631e+09]
k-fold:  6       7722.892596260925         [5.97072157e+09]
k-fold:  7       8990.926945568846         [2.21523708e+09]
k-fold:  8       6371.252395986339         [1.67976772e+09]
k-fold:  9       5621.730580741509         [1.50281259e+09]
k-fold:  10       4930.552985775561         [1.40778841e+09]

Lasso fit on dataset

from sklearn.model_selection import train_test_split
import sklearn.linear_model as skl
from sklearn.linear_model import Ridge
from sklearn.linear_model import Lasso
from sklearn.model_selection import GridSearchCV

np.random.seed(3155)

n = 10
N = 100
terrain = terrain1[:N, :N]
x = np.linspace(0, 1, np.shape(terrain)[0])
y = np.linspace(0, 1, np.shape(terrain)[1])
mx, my = np.meshgrid(x, y)
z = terrain
X = create_X(mx, my, n=n)

X_train, X_test, z_train, z_test = train_test_split(X, z.ravel(), test_size=0.2) #X contains both x and y coordinates
nlambdas = 100; lambdas = np.logspace(-15, 1, nlambdas)
Lasso_MSEPredict = np.zeros(nlambdas); Lasso_MSETrain = np.zeros(nlambdas)

for i in range(nlambdas):
    
    lmb = lambdas[i]
    
    #lasso
    lassofit = skl.Lasso(alpha=lmb).fit(X_train,z_train)
    lassoz_train = lassofit.predict(X_train)
    lassoz_test = lassofit.predict(X_test)
    
    Lasso_MSEPredict[i] = mean_squared_error(z_test,lassoz_test)
    Lasso_MSETrain[i] = mean_squared_error(z_train,lassoz_train)
    
  
plt.figure()

plt.plot(np.log10(lambdas), Lasso_MSETrain, 'p-', label = 'MSE Lasso Train')
plt.plot(np.log10(lambdas), Lasso_MSEPredict, 'r--', label = 'MSE Lasso Test')
print(min(Lasso_MSEPredict))
plt.xlabel('log10(lambda)')
plt.ylabel('MSE')
plt.legend()
plt.show()

print("Min MSE using Lasso: % .2f" % min(Lasso_MSEPredict))
print("Lambda = 10^(% .2f)" % np.log10(lambdas[np.argmin(Lasso_MSEPredict)]))

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.98367901, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9836788937, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9836787237, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.983678479, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.983678122, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9836776005, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9836768475, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9836757598, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.983674173, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9836718766, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9836685415, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9836637047, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.983656693, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.98364651, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.983631745, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9836103236, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9835792338, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.983534138, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9834687095, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9833737803, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.983236058, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.983036246, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9827463524, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.98232577, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9817155735, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.980830282, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9795458782, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.977682426, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.974978873, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9710564874, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9653657763, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9571095253, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.9451311156, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.927752499, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.902539106, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.865958781, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.8128869957, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.735888918, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.624177891, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.4621043066, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221588.2269632723, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221587.8858138593, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221587.390864399, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221586.6727773263, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221585.6309556128, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221584.119450005, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221581.9265127485, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221578.744933258, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221574.128999845, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221567.432057484, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221557.7159127407, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221543.6193913124, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221523.1676281057, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221493.495359972, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221450.446469675, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221387.987698608, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221297.3720124858, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2221165.8921462405, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2220975.1342604235, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2220698.3564200387, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2220296.7455982114, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2219714.028780395, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2218868.373946038, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2217641.1132300575, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2215859.5209150263, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2213260.1507231463, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2209535.591241364, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2204084.5392185794, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2196164.9763158057, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2184749.2245151144, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2167944.5639769984, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2143252.6320422892, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2107687.6411410593, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2058484.0243960766, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1976273.810772025, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1864894.1808813652, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1724450.863826957, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1502305.7102613505, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1271434.841353953, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 900310.8707892611, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 618949.1334259729, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 335492.40966388443, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 141157.99101714697, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 144207.44862615876, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22939.759936149232, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8497.275341575034, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3969.954926676117, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5250.260194745846, tolerance: 3905.6248909875
  model = cd_fast.enet_coordinate_descent(

585.7166781053887

Min MSE using Lasso:  585.72
Lambda = 10^(-3.69)

Bootstrap sampling

np.random.seed(3155)

N = 10
terrain = terrain1[:N, :N]
z = terrain
x = np.linspace(0, 1, np.shape(terrain)[0])
y = np.linspace(0, 1, np.shape(terrain)[1])
mx, my = np.meshgrid(x, y)

#random lambda value
nlambdas = 21; lambdas = np.logspace(-15, 5, nlambdas)

MSE_l_d_mean = np.zeros((maxdegree, nlambdas))
MSE_l_d_std  = np.zeros((maxdegree, nlambdas))
MSE_l_d_var = np.zeros((maxdegree, nlambdas))
R2_l_d = np.zeros((maxdegree, nlambdas))
MSE_n = np.zeros(n_bootstraps)
R2_n = np.zeros(n_bootstraps)

n_boostraps = 100
    
maxdegree = 20
error = np.zeros(maxdegree); bias = np.zeros(maxdegree); variance = np.zeros(maxdegree)
error_train = np.zeros(maxdegree); bias_train = np.zeros(maxdegree); variance_train = np.zeros(maxdegree)
polydegree = np.zeros(maxdegree); MSE_Predict = np.zeros(maxdegree)
for j in range(nlambdas): 
    lmb = lambdas[j]
    for degree in range(maxdegree):
    
        X = create_X(mx, my, n=degree)
        I = np.eye(X.shape[1],X.shape[1])
        X_train, X_test, z_train, z_test = train_test_split(X, z.ravel(), test_size=0.2)
        z_pred = np.zeros((z_test.shape[0], n_boostraps)) #n data points for test set as rows and number of columns for bootstrap iterations
    
        for i in range(n_boostraps):
            x_, z_ = resample(X_train, z_train)
        
            lassofit = skl.Lasso(alpha=lambdavalue,fit_intercept=True).fit(x_,z_)
            zp = lassofit.predict(X_test)
            z_pred[:, i] = lassofit.predict(X_test)
            MSE_n[i] = MSE(z_test, zp)
            R2_n[i] = R2(z_test, zp)
        
        MSE_l_d_mean = np.mean(MSE_n)
        MSE_l_d_std = np.std(MSE_n)
        MSE_l_d_var = np.var(MSE_n)
        R2_l_d = np.mean(R2_n)
        polydegree[degree] = degree
    
        error[degree] = np.mean( np.mean((z_test.reshape(-1,1) - z_pred)**2, axis=1, keepdims=True) )
        bias[degree] = np.mean( (z_test.reshape(-1,1) - np.mean(z_pred, axis=1, keepdims=True))**2 )
        variance[degree] = np.mean( np.var(z_pred, axis=1, keepdims=True) )
        MSE_Predict[degree] = bias[degree] + variance[degree] + error[degree]
    
    plt.plot(polydegree, error, linewidth=7, label='Error')
    plt.plot(polydegree, bias, label='Bias')
    plt.plot(polydegree, variance, 'r--', label='Variance')

    plt.plot(polydegree, MSE_Predict, label='MSE Predict')

    plt.xlabel('Model complexity'); plt.title('Bias-Variance-tradeoff'); 
    plt.legend(); plt.show()

    #plt.figure()
    #plt.plot(polydegree, MSE_Train,label='MSE Train'); 
    #plt.plot(polydegree, MSE_Predict, label='MSE Predict')
    #plt.xlabel('Model complexity'); plt.ylabel('MSE'); plt.title('MSE vs Model complexity'); plt.legend(); plt.show()

    plt.plot(polydegree, variance, 'r--', label='Variance'); plt.legend(); plt.show()
    plt.plot(polydegree, bias, label='Bias'); plt.legend(); plt.show()
    
min_val = []
min_d = []
for i in range(nlambdas): 
    min_d.append(np.argmin(MSE_l_d_mean[:, i]))
    min_val.append(min(MSE_l_d_mean[:, i]))

min_lambda = np.argmin(min_val)
min_degree = min_d[min_lambda]


#print(np.argmin(min_val))
#print(min_d[min_lambda])
#print(MSE_l_d_mean[min_degree, min_lambda])
lowest_MSE = MSE_l_d_mean[min_degree, min_lambda]
STD_lowest_MSE = MSE_l_d_std[min_degree, min_lambda]
var_lowest_MSE = MSE_l_d_var[min_degree, min_lambda]
print("Lowest MSE: {:e}, std: {:e}".format(lowest_MSE, STD_lowest_MSE))

plt.contourf(np.log10(lambdas), polydegree, MSE_l_d_mean); plt.plot(np.log10(lambdas[min_lambda]), min_degree, "w+"); plt.text(np.log10(lambdas[min_lambda])+0.4, min_degree+0.4, "min MSE", color = "w")
plt.xlabel(r'$log_{10}(\lambda)$'); plt.ylabel('Degree of polynomial'); cb = plt.colorbar(); cb.set_label(label="MSE", size=14)
save_fig('BestlambdadegreeLassoTERRAIN'); plt.show()

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.214720559224538, tolerance: 1.3648200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.388472027469057, tolerance: 2.04603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.06080627947151, tolerance: 1.819195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.805388434159326, tolerance: 1.82944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.82627638042938, tolerance: 1.819755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.98859672143769, tolerance: 1.54799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.073206642816494, tolerance: 1.4941200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.912391045093983, tolerance: 1.68248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.751999157996963, tolerance: 1.3259987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.600520294924962, tolerance: 2.164275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.040880360364397, tolerance: 1.7937387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.362523804332, tolerance: 2.0663550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.0235011658925, tolerance: 1.91772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.654906229823315, tolerance: 1.69832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.28409717116591, tolerance: 1.7794887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.734283376633762, tolerance: 1.5356487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.947168089769775, tolerance: 1.9808887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.394922958325445, tolerance: 2.42643875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.95907433218961, tolerance: 1.503755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.29645838319049, tolerance: 1.64523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.783568921123837, tolerance: 1.583755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.005466941063904, tolerance: 2.04788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.5544593497001, tolerance: 1.867755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.31000623944808, tolerance: 2.027555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.56020256171262, tolerance: 1.70949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.294541469238187, tolerance: 1.8523949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.156172285196018, tolerance: 1.9311800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.59482958457071, tolerance: 2.2192799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.393973718308715, tolerance: 1.54009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.805302352095396, tolerance: 1.5779200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.03037508794657, tolerance: 2.24148875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.63009675283138, tolerance: 2.1751199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.87967520061057, tolerance: 1.7731949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.595532988997874, tolerance: 1.3042799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.453894593669574, tolerance: 2.13028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.73297326433399, tolerance: 2.2023487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.13317852161757, tolerance: 2.13908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.715101046723838, tolerance: 2.03219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.556972956219585, tolerance: 2.0063887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.35996454953465, tolerance: 1.47222
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.137211887238045, tolerance: 2.0873550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.22399740513032, tolerance: 1.69554875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.81279355347176, tolerance: 1.7856987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.80980001144828, tolerance: 2.3454987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.67599803375604, tolerance: 1.9183200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.901375567162454, tolerance: 1.32341875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.41188307766143, tolerance: 1.7512487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.66153868451815, tolerance: 1.8855187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.58221437693341, tolerance: 1.77806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.334125454552215, tolerance: 2.3906187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.715923790335964, tolerance: 1.9052887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.249948705662533, tolerance: 1.88903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.37073013457063, tolerance: 1.6400387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.048381644145692, tolerance: 2.11189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.604677655236955, tolerance: 2.196955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.748608300739377, tolerance: 1.83968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.200190390623977, tolerance: 1.5825
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.25678059669342, tolerance: 2.129355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.351756339931836, tolerance: 1.7509949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.34090286137087, tolerance: 1.82129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.18143043872212, tolerance: 1.7762200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.818139591482058, tolerance: 1.68773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.7728719415139, tolerance: 2.04449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.381069155586403, tolerance: 1.9981200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.188434648240516, tolerance: 2.0342987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.55641684068659, tolerance: 1.8301949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.666587487327732, tolerance: 1.8358387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.33729974074404, tolerance: 1.71963875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.848079843975544, tolerance: 1.64929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.73076683845122, tolerance: 1.59994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.85480097380502, tolerance: 1.4122887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.971805894881854, tolerance: 1.9918387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.19390862367079, tolerance: 2.2881
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.86358852896491, tolerance: 2.00898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.840603981645344, tolerance: 1.53394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.87397849468823, tolerance: 2.054795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.38206555579014, tolerance: 1.81421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.050933709594005, tolerance: 2.0524750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.00757475454811, tolerance: 1.7501549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.33652557936187, tolerance: 1.15869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.61564025447519, tolerance: 1.6042687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.805286305140015, tolerance: 1.9093949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.439484737687884, tolerance: 1.73834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.396371122655367, tolerance: 1.7733799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.999466008041075, tolerance: 2.19892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.854430741789756, tolerance: 1.71871875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.629001328863355, tolerance: 1.4443987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.01993479562802, tolerance: 2.0812887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.90813291406074, tolerance: 2.2016487499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.797915538816014, tolerance: 1.9362000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.424591823514277, tolerance: 1.6577987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.40818873489367, tolerance: 1.730155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.831982425774925, tolerance: 1.743675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.11969241829599, tolerance: 1.9994887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.07291905253556, tolerance: 1.97202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.81228431363184, tolerance: 1.5577200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.499044462236085, tolerance: 1.90009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.035943086686025, tolerance: 1.7448387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.76581919372338, tolerance: 2.0470987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.07574078992925, tolerance: 2.175875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.471274350062405, tolerance: 1.8827949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.35722641051773, tolerance: 1.966155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.13840559671744, tolerance: 1.647155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.051794598297317, tolerance: 1.62513875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.54509518981868, tolerance: 1.8889487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.866304067304227, tolerance: 2.03173875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.118845664449694, tolerance: 1.7109949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.791238870181267, tolerance: 1.47498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40178713193498, tolerance: 1.436755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.350152371115126, tolerance: 1.751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.242927687534833, tolerance: 1.5536387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.36426613300209, tolerance: 1.49128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96707559527881, tolerance: 1.8918750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.30526802338888, tolerance: 1.7568000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.53022977317103, tolerance: 2.22218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.837778680547665, tolerance: 1.9431387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.897790165225448, tolerance: 1.7075949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.47214926941445, tolerance: 1.7799800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.55865971957193, tolerance: 2.2611549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.337316432111653, tolerance: 2.15238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.73328402510234, tolerance: 1.50748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.73399330095485, tolerance: 1.95792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.355294893444423, tolerance: 1.7576887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.85552143019453, tolerance: 2.1091549999999994
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.280552598132616, tolerance: 1.6338487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.732151489427245, tolerance: 1.5980987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.990914367121924, tolerance: 2.1645000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.361546196235324, tolerance: 1.59864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.239035446453403, tolerance: 1.66628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.055452529260652, tolerance: 1.8945800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.220455804334698, tolerance: 1.6515950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.12627442156542, tolerance: 2.1758387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.88963920154301, tolerance: 1.7324387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.9699679480001, tolerance: 1.85069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.156181974347888, tolerance: 2.35868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.08301099352658, tolerance: 2.016675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.415024626035596, tolerance: 2.1303487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.220004073506445, tolerance: 2.0087550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.38796230563187, tolerance: 2.04573875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.870375198376337, tolerance: 1.68908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.879655764986097, tolerance: 1.8084387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.14925464305112, tolerance: 1.746355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.845935805233843, tolerance: 1.9883187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.50352722985234, tolerance: 2.0180687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.804095855947427, tolerance: 1.41173875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.655251056716937, tolerance: 1.4313200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.22853113596456, tolerance: 1.562755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.971589963046934, tolerance: 1.9150887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.50355516190495, tolerance: 1.67164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.516631293957836, tolerance: 1.5642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.76802505672, tolerance: 1.75891875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.020508779670237, tolerance: 1.85922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.8210697100115, tolerance: 1.90419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.924262842343053, tolerance: 1.475955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.816461429685425, tolerance: 2.1197487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.94807320939055, tolerance: 1.73432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.663691259339593, tolerance: 2.142955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.175880598347632, tolerance: 1.4952200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.533588435558237, tolerance: 1.63581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.515772429240187, tolerance: 1.78098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.596753229554587, tolerance: 1.8392887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.532558785140402, tolerance: 2.00579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.5222873739629, tolerance: 1.99809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.10491026200615, tolerance: 1.7421949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.459647396751393, tolerance: 1.5496687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.114621549016366, tolerance: 1.64566875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.905227729327635, tolerance: 1.60908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.886381544519224, tolerance: 1.9107887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.298751775357015, tolerance: 1.557595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40162056606793, tolerance: 1.6621949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.978048415856087, tolerance: 1.84549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.533623434716837, tolerance: 2.00878875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.672615386647813, tolerance: 1.800555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.920433807471376, tolerance: 2.00859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.775150864185413, tolerance: 1.8067987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.599269466461607, tolerance: 1.5962487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.12723803604922, tolerance: 1.41156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.740730026643433, tolerance: 1.41382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.18924142078012, tolerance: 1.46298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.558674373679155, tolerance: 1.60964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.833208291169043, tolerance: 1.39398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.958186781329236, tolerance: 2.09739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.404258761384853, tolerance: 1.69731875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.97919415717648, tolerance: 1.91924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.035571255294727, tolerance: 2.117755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.173577187675072, tolerance: 1.7634200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.453087101362623, tolerance: 1.3705687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.92885598092954, tolerance: 1.4773
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.652201187793338, tolerance: 1.6114887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.107520182905994, tolerance: 2.12678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.63036523542997, tolerance: 2.0659199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.505547563490214, tolerance: 2.1415987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.970552607545848, tolerance: 2.126075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.10229324019719, tolerance: 1.7739549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.758470239658504, tolerance: 1.4321949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.66489810166547, tolerance: 1.7493
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.098640918218988, tolerance: 1.475955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.07606402227949, tolerance: 1.75708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.39625004397138, tolerance: 1.7232887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.14803054415102, tolerance: 1.60074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.741961837520066, tolerance: 2.128955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.949916157138532, tolerance: 2.321795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.81071306090472, tolerance: 2.104755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.141500969130973, tolerance: 2.0005887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.785592545277563, tolerance: 2.00898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.636227292589464, tolerance: 1.9127
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.06015861472455, tolerance: 2.5088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.737304425519177, tolerance: 2.86393875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.878759758203586, tolerance: 1.9299549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.223723283857634, tolerance: 2.021795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.86641183037778, tolerance: 2.44322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.28840378905677, tolerance: 2.13741875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.625787354839332, tolerance: 1.86784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.004891796001129, tolerance: 1.633555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.21049853093169, tolerance: 2.10399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.040395310518015, tolerance: 2.07266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.701425836347283, tolerance: 1.581155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.822870132976718, tolerance: 1.9469687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72280223756066, tolerance: 1.9840200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.35383844089951, tolerance: 2.05592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.492672436673345, tolerance: 1.91838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.647350718697275, tolerance: 1.9585000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.794906950174685, tolerance: 1.810075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.35424687974874, tolerance: 1.863275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.716658582523657, tolerance: 2.07309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.837945948479824, tolerance: 1.8205387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.51007577047767, tolerance: 2.2253387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.01705784314656, tolerance: 1.83879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.888012755233202, tolerance: 1.6298387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.33386353935426, tolerance: 1.6098487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.68773475797784, tolerance: 1.6872887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.118830371136614, tolerance: 2.07762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.355363995769434, tolerance: 1.85448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.07496645809209, tolerance: 2.482755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.29978356555692, tolerance: 2.57186875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.249281936771247, tolerance: 1.65218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.377824092127423, tolerance: 1.8842687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.7599365307483, tolerance: 2.3791487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.783069165487852, tolerance: 1.56318875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.39320562709908, tolerance: 1.493755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.675478862587752, tolerance: 1.8239949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.12901768496008, tolerance: 2.2867550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.714559559754484, tolerance: 2.247355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.419252722838664, tolerance: 1.992475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.97482548302652, tolerance: 2.18522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.947087514645744, tolerance: 2.4713000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.7321188491105, tolerance: 1.9690387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.45511913711342, tolerance: 2.41871875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.731306109618416, tolerance: 1.59099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.193211213781744, tolerance: 1.7657199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.203392186777027, tolerance: 2.45324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.366934585975145, tolerance: 2.4040887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.439814231380684, tolerance: 2.15204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.89936088544402, tolerance: 2.0323949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.71352354404765, tolerance: 2.12256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.72527920539386, tolerance: 2.3469949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.243955793626846, tolerance: 1.530875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.389888386383305, tolerance: 1.9010187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.70591975786852, tolerance: 2.2903687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.62033980369846, tolerance: 2.1896387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.53627208667399, tolerance: 2.18518875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.24811182821926, tolerance: 2.16682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.998498673919315, tolerance: 1.94182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.91474010741542, tolerance: 2.13863875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.133440796536128, tolerance: 2.313995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.978040207339838, tolerance: 2.2951200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.67259537160243, tolerance: 2.08278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.114962355856704, tolerance: 1.66602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.48722023906966, tolerance: 2.32124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.189237159205206, tolerance: 1.7682387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.88621307245355, tolerance: 2.71351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.42968707508384, tolerance: 2.1480200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.61107540890971, tolerance: 1.9737550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.681296228952647, tolerance: 2.1872200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.094264389902758, tolerance: 2.01498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.034305837361035, tolerance: 1.7764187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.194783275005975, tolerance: 1.6602887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.852429876118688, tolerance: 2.2224987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.80594739237302, tolerance: 2.4554800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.804192247677427, tolerance: 1.9130887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.58836651387734, tolerance: 1.92938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.926140113421187, tolerance: 2.12551875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.897689753253964, tolerance: 2.4078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.02546321739874, tolerance: 2.4455199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.845428519753987, tolerance: 1.9605487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.98268617186421, tolerance: 2.0141549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.520279610994606, tolerance: 1.822275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.32162819480878, tolerance: 2.428755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.3205152098506, tolerance: 2.099995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.90113381254931, tolerance: 2.00643875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.3940557589414, tolerance: 1.9703387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.22604675666225, tolerance: 1.907155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.71285049395847, tolerance: 1.95884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.724590751938038, tolerance: 1.7662
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.931178397905356, tolerance: 1.397275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.56482692604529, tolerance: 1.70992
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.627084698246325, tolerance: 2.00201875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.955089557539733, tolerance: 2.20679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.211555685771803, tolerance: 1.97338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.72258229757629, tolerance: 2.091475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.760668136657257, tolerance: 1.11909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.708769287856335, tolerance: 1.9740487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.712141885392013, tolerance: 1.25569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.32318546532449, tolerance: 1.806155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.49995298533762, tolerance: 1.36776875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.02668272108807, tolerance: 1.50978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.05149534354975, tolerance: 1.44976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.706065751493814, tolerance: 1.7645887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.686203818871114, tolerance: 1.9467387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.739662858050366, tolerance: 2.06903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.229179159637262, tolerance: 1.747355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.82108734403493, tolerance: 2.2412387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.76169836305826, tolerance: 1.9406750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.714041956347877, tolerance: 1.35598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.0260982811749, tolerance: 1.7564799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.81043341394771, tolerance: 1.593995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.71718528416271, tolerance: 1.76183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.72120936025629, tolerance: 1.542355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.26310348894549, tolerance: 1.82771875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.954240201608338, tolerance: 1.4120887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.49485934231437, tolerance: 1.7743887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.46384344950044, tolerance: 1.7110887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.368031824200509, tolerance: 1.2956750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.43237783784124, tolerance: 1.7022487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.35545382604819, tolerance: 1.47139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.052183379748364, tolerance: 1.5230750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.75231771394262, tolerance: 1.9267949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.867545047350795, tolerance: 1.6887949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.86656445164065, tolerance: 1.494795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.914283249740915, tolerance: 1.83502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.20350265124531, tolerance: 1.5598750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.82345961287221, tolerance: 1.5011387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.20615370609795, tolerance: 1.3621550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.062285958304678, tolerance: 1.742995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.275439199548067, tolerance: 1.575195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.59570360334068, tolerance: 1.54312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.928657258324435, tolerance: 1.780875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.697930233828117, tolerance: 1.4935687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.850267840495192, tolerance: 1.8336987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.758280521147142, tolerance: 1.69138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.723802126092384, tolerance: 1.45904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.584359064999068, tolerance: 1.97392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.62519764188624, tolerance: 1.29478875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.871205611810257, tolerance: 1.4265987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.326134442892403, tolerance: 1.84036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.34420783488163, tolerance: 1.6716887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.244064173393728, tolerance: 1.8803949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.388380438669422, tolerance: 1.626155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.77049879062798, tolerance: 2.1077800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.000478344969892, tolerance: 2.21963875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.46861370814161, tolerance: 1.7793687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.401750339475072, tolerance: 1.6821487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.41607534066112, tolerance: 1.71259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.022391529369, tolerance: 1.5777200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.40246051470804, tolerance: 1.14848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.925527301568016, tolerance: 2.0021549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.225458868434941, tolerance: 1.6551550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.351292627678724, tolerance: 1.6332187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.8662599794295, tolerance: 2.2140487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.533384055425525, tolerance: 1.9030200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.074114204695846, tolerance: 1.4789387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.89411298160943, tolerance: 1.5978687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.506954685310987, tolerance: 1.595155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.646281833382979, tolerance: 1.503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.251409945940985, tolerance: 1.2940200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.922918794296322, tolerance: 1.359555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.781032822102016, tolerance: 1.7595949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.23051691114274, tolerance: 1.54633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.551880036267836, tolerance: 1.46061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.613824628028695, tolerance: 1.88886875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.62742048050115, tolerance: 1.5229549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.506475453244168, tolerance: 1.55528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.49202427276127, tolerance: 2.0685687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.18932916617466, tolerance: 1.82436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.48238962124755, tolerance: 1.291355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.293099399417095, tolerance: 1.59161875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.33935489940825, tolerance: 1.29033875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.75119808923607, tolerance: 2.3664887500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.56821599035414, tolerance: 1.7807949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.56940060126059, tolerance: 1.6885487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.92266828444929, tolerance: 1.808555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.197567896459127, tolerance: 1.8333487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.001534979472307, tolerance: 1.3868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.729448475703638, tolerance: 1.46014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.620313402875198, tolerance: 1.48013875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.85377611331422, tolerance: 1.7596387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.87769072291751, tolerance: 2.11192
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.264967871552706, tolerance: 1.751955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.77008840592927, tolerance: 1.68439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.393582477296363, tolerance: 1.207555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.24006874423754, tolerance: 2.3542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.51999289335667, tolerance: 1.34888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.58719854116879, tolerance: 1.7398387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.462650568925197, tolerance: 1.594795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.687193010715916, tolerance: 1.57483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.35787782765712, tolerance: 1.7261487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.52354773947444, tolerance: 1.806075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.601742763437155, tolerance: 1.56448875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.077191357064958, tolerance: 1.6800887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.948276689932385, tolerance: 1.2655200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.479139963319724, tolerance: 2.2453950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.543049358393766, tolerance: 1.51389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.72797040619022, tolerance: 2.28549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.306897824640416, tolerance: 2.2306387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.104409797799462, tolerance: 1.8093949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.16071109895939, tolerance: 2.01309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.773942702232453, tolerance: 1.7613987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.506713806729913, tolerance: 1.9825550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.350816148481027, tolerance: 2.1496887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.072938632126565, tolerance: 1.54359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.029720440228616, tolerance: 2.4795549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.21813815495655, tolerance: 2.10424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.501538733897473, tolerance: 1.6251550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.65474369568598, tolerance: 1.5693887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.588092531109194, tolerance: 1.8559949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.57102176228087, tolerance: 1.61031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.216521906794767, tolerance: 2.074475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.198435255362007, tolerance: 1.6009200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.916212129779982, tolerance: 2.0207200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.105996526726138, tolerance: 2.24734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71390367968605, tolerance: 2.059995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.664001126298194, tolerance: 1.06639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.367972569994738, tolerance: 1.8067550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.878425447887057, tolerance: 2.2157549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.95668083023231, tolerance: 1.86159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.123617172201655, tolerance: 1.8941549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.81520634620762, tolerance: 1.5870187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.940653094356524, tolerance: 1.8098200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.102004040036725, tolerance: 1.9443387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.310250971138743, tolerance: 1.921995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.586556007218526, tolerance: 2.4284487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.6777526943118, tolerance: 2.1711887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.963009190484424, tolerance: 2.17684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.20099702944824, tolerance: 1.8603800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.94235747234784, tolerance: 2.0053549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.67998126670363, tolerance: 2.504995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.999497308477423, tolerance: 1.7985487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.148066665601032, tolerance: 1.6984987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.6002175088871, tolerance: 2.2023949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.862451435447827, tolerance: 1.77548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.133573916607897, tolerance: 2.2955550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.311683676504558, tolerance: 1.86041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.32831416562856, tolerance: 1.8511987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.537394057450115, tolerance: 2.1477387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.825930123311178, tolerance: 1.979355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.302343927073, tolerance: 2.1735949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.11115795155508, tolerance: 1.8415949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.65419047617658, tolerance: 2.0652487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.18900248395901, tolerance: 2.03094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.676165772732176, tolerance: 1.7209687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.943433526459753, tolerance: 1.6391949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.259112666293703, tolerance: 1.6445200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.16505471642808, tolerance: 2.14203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.01435133382487, tolerance: 1.71842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.665421783381774, tolerance: 1.9963949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.854685850036848, tolerance: 1.8639387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.569400628754426, tolerance: 1.7149550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.310237533822903, tolerance: 1.5494200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.67492263858307, tolerance: 1.80029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.334579555596182, tolerance: 1.7720887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.759933364182224, tolerance: 1.4959987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.325371824321778, tolerance: 1.63988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.933884862450997, tolerance: 1.619555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.658753724285763, tolerance: 1.7455949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.06914458207895, tolerance: 1.3923
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.787556910205325, tolerance: 2.19089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.772837143781807, tolerance: 1.50938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.025104332097815, tolerance: 1.79179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.54172600648325, tolerance: 1.84904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.21338665419411, tolerance: 2.02454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.685242305439367, tolerance: 1.65989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.604849543723226, tolerance: 1.7923949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.989516611808867, tolerance: 2.18451875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.755875117666946, tolerance: 1.3999387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.154496662584577, tolerance: 1.9579487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.593912764357135, tolerance: 1.8309487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.461049982899397, tolerance: 2.0505487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95919504952827, tolerance: 1.90851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.305262062727248, tolerance: 1.4105687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.086970190255588, tolerance: 2.0914800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.103159700155935, tolerance: 1.63854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.417588507523742, tolerance: 1.8593550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.57253200368188, tolerance: 2.027155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.425303128090347, tolerance: 1.6686750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.8541837485606, tolerance: 1.8084887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37023772680526, tolerance: 2.05148875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.263015007638366, tolerance: 2.20943875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.546292149445634, tolerance: 1.54348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.404439377034107, tolerance: 1.658395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.358825726531432, tolerance: 1.90209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.35072592391427, tolerance: 1.8664799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.586181905293046, tolerance: 1.7366487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.470757787260343, tolerance: 2.009195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.469188488526168, tolerance: 2.11899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.637282508024946, tolerance: 1.8721549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.029360556273396, tolerance: 1.50114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.451399495493, tolerance: 1.8436887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.031107306314592, tolerance: 1.5574750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.908527457179932, tolerance: 2.1577387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.678764329134992, tolerance: 2.16452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.092636112532354, tolerance: 2.3588487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.90030812998278, tolerance: 1.732955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.20324820206194, tolerance: 1.750595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.929878182611944, tolerance: 1.7355949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.967220695827542, tolerance: 1.7464987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.426003952465354, tolerance: 1.99734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.618036742843348, tolerance: 1.9424750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.226731595957492, tolerance: 1.2278887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.623201151532612, tolerance: 1.79882
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.837815794269712, tolerance: 1.59904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.10771022209461, tolerance: 2.10376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.87132993234182, tolerance: 1.8310387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.01103889760176, tolerance: 2.53353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.643891133812648, tolerance: 1.80709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.68316531846199, tolerance: 1.58551875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.94709716390211, tolerance: 1.511555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.043166284388228, tolerance: 1.9323949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.307111769070946, tolerance: 1.90546875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.043662481175616, tolerance: 1.60922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.40778498070499, tolerance: 2.17504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.165100974290564, tolerance: 2.179595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.13793471939684, tolerance: 1.7477800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.608885266486418, tolerance: 2.3394800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.637639697512753, tolerance: 1.8823987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.83035788388655, tolerance: 2.2642200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.238637766839094, tolerance: 1.3511487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.07407124146592, tolerance: 2.29188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.477818408998626, tolerance: 1.86239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.422074220232965, tolerance: 1.7663887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.160163200653678, tolerance: 2.0197000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.782995506803395, tolerance: 1.6764687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.831404633939385, tolerance: 1.9087387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.307291413154957, tolerance: 2.019955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.823356712446348, tolerance: 1.58971875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.308397386605417, tolerance: 1.7740887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.64106830354888, tolerance: 1.46624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.488330264057282, tolerance: 1.5491949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.061667847576352, tolerance: 1.7620887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.027384480849978, tolerance: 2.1664799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.472004930815437, tolerance: 1.8015550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.881033954450366, tolerance: 2.3044687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.411753717208036, tolerance: 2.07101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.28050009158305, tolerance: 2.3737
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.377337294428923, tolerance: 2.29748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.75575228851861, tolerance: 2.49409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.383589038641066, tolerance: 1.409795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.27784357160646, tolerance: 2.001355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.73755754653969, tolerance: 1.8576387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.019210835742797, tolerance: 1.7150750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.580611057688385, tolerance: 2.047875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.756075807644496, tolerance: 1.595275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.576284885300467, tolerance: 1.5739987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.830563596721753, tolerance: 1.5996387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.70346588112337, tolerance: 2.02323875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.28833801704263, tolerance: 1.70704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.08659934999074, tolerance: 2.292355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.619332244488533, tolerance: 1.84834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.593780144799226, tolerance: 1.8901549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.378930564230124, tolerance: 2.09144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.460319009528778, tolerance: 2.0266
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.888591941914996, tolerance: 1.49519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.89222791146298, tolerance: 2.0391487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.50489833120564, tolerance: 1.7266200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.67195891255682, tolerance: 2.3028799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.579504144177747, tolerance: 2.17236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.345820364229436, tolerance: 1.665475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.43376894399608, tolerance: 1.9244387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.08212874169063, tolerance: 1.98528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.308838732653495, tolerance: 1.6664887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05737182392341, tolerance: 1.9171887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.21354527613957, tolerance: 1.91699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.147198645699056, tolerance: 1.750955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.192637094235998, tolerance: 2.14341875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.1895097067965, tolerance: 1.8735950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.290311200211196, tolerance: 1.7967949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.07256766550066, tolerance: 1.97416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.00072637792271, tolerance: 1.66559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.265882633302304, tolerance: 1.9535199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.629221472759312, tolerance: 1.9833987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.555471278955704, tolerance: 1.70659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.923527711489875, tolerance: 1.5918687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.27138552687239, tolerance: 2.1611550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.606589311787253, tolerance: 2.3688487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.758338585615768, tolerance: 2.04313875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.642309674735206, tolerance: 1.7597949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.795256846586856, tolerance: 1.6984750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.967283502640072, tolerance: 2.194155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.270703114184165, tolerance: 1.3981949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.861671122600082, tolerance: 2.04703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.437205370247753, tolerance: 1.74034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.5149333450352, tolerance: 2.0651
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.924826575934752, tolerance: 1.9587949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.414635868445203, tolerance: 2.2214387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.8613871378368, tolerance: 1.6525387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.468430360604437, tolerance: 2.08786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.566548792878585, tolerance: 1.5181200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.608134849074524, tolerance: 1.62688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.039473734422984, tolerance: 1.464355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.680066219971295, tolerance: 2.47954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.733162302576638, tolerance: 2.00164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.21209741678983, tolerance: 1.85294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.518542434008573, tolerance: 1.9679487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.639488760821312, tolerance: 2.156475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.345352934141832, tolerance: 1.97584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.200405660082623, tolerance: 1.6667887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.116688237308573, tolerance: 2.297275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.08055970818312, tolerance: 2.0894387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.037154588683713, tolerance: 1.964555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.834972412382275, tolerance: 1.64641875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.462451056498235, tolerance: 1.7355550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.83859404757504, tolerance: 1.67621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.64406287628013, tolerance: 1.7615200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.53720963851936, tolerance: 1.61228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.212089923377278, tolerance: 1.9887387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.812763832296277, tolerance: 1.9948887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.476917392202346, tolerance: 1.9247887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.043431589307794, tolerance: 1.7093887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.158342152700413, tolerance: 1.9258487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.707778007120123, tolerance: 1.97642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.586794816449117, tolerance: 2.20902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.85684077523843, tolerance: 1.5569887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.743765902493735, tolerance: 1.8449987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.75735451136764, tolerance: 2.0956
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.037147521405206, tolerance: 1.84896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.501715084098127, tolerance: 1.6996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.767968594093446, tolerance: 1.8655887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.91921710939578, tolerance: 1.716155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.847541962756093, tolerance: 1.60751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.533575141969926, tolerance: 1.76731875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.557554795548803, tolerance: 2.51853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.668289008703272, tolerance: 1.7280387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.248622618896924, tolerance: 1.838155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.097518481432694, tolerance: 1.7440187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.332458522764455, tolerance: 2.24998875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.697027400117197, tolerance: 2.32358875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.460079573760538, tolerance: 2.6001987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.25970255399033, tolerance: 2.2542987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52628208206479, tolerance: 2.1683
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.224397413334827, tolerance: 1.94638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86849131167176, tolerance: 1.674755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.597503193523963, tolerance: 1.7675549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.72066886280626, tolerance: 2.0002487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.212742656213326, tolerance: 1.80409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.305079347875424, tolerance: 2.12488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.20945870093292, tolerance: 2.433275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.30548293555196, tolerance: 2.0606799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.953181902236587, tolerance: 1.5300200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.4627870533023, tolerance: 1.4797487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.611882885020478, tolerance: 1.56804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.960994888487054, tolerance: 2.151195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.824568644824602, tolerance: 1.8078987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.835152043293338, tolerance: 1.24558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11306464954977, tolerance: 1.5915387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.611450005480464, tolerance: 1.43949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.993014958624332, tolerance: 1.6247800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.598384838415306, tolerance: 1.64329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17940276754831, tolerance: 1.9917550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64438738470497, tolerance: 1.28294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.822050919958095, tolerance: 1.90624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.250087923244074, tolerance: 2.00249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.717659262998207, tolerance: 1.92618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.196171458788083, tolerance: 2.016675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.667326620906415, tolerance: 2.419555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.675363996920762, tolerance: 1.6881987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.170308278439403, tolerance: 1.8546200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75087987019881, tolerance: 1.755755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73058353623413, tolerance: 2.18558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.768697867960555, tolerance: 2.0128487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.51874279784382, tolerance: 1.9729687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.028671755569672, tolerance: 1.7033550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.415214705249355, tolerance: 2.22413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.89534529351325, tolerance: 1.9742000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.204581421126377, tolerance: 1.827555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.644331565317074, tolerance: 1.635795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.399874682653767, tolerance: 1.8003387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.579092256188858, tolerance: 1.94868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.022135771670975, tolerance: 1.6890200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.81493323712454, tolerance: 2.0029799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.42106121663624, tolerance: 1.7845949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.398354748069252, tolerance: 2.46358875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.552165126877465, tolerance: 1.36989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.846451643071667, tolerance: 2.10394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.460092789217992, tolerance: 2.209755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.232709205971513, tolerance: 1.4232887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.038079543251072, tolerance: 2.1036187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.500769238462322, tolerance: 1.901755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.048644359918686, tolerance: 2.29461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.982079802054486, tolerance: 1.94278875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.046961256850985, tolerance: 1.78833875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.905358457846834, tolerance: 1.558555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.697195563007355, tolerance: 1.830755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40229929644389, tolerance: 1.54998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.07755425268159, tolerance: 2.07346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.9767801483515, tolerance: 1.5403200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.09173010090403, tolerance: 2.13798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.33937321834567, tolerance: 1.9577187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.935295313890798, tolerance: 1.8856387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.367187132043984, tolerance: 1.4929200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.82821492576673, tolerance: 1.8330987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.30808081184452, tolerance: 1.9206487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.968780386799207, tolerance: 2.08541875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.001406524828965, tolerance: 1.8583887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.683149235690305, tolerance: 2.1025549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.03732351398564, tolerance: 2.021555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.15450845137029, tolerance: 1.9991887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.13350875661034, tolerance: 2.1587199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.362776225617274, tolerance: 1.66788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.48848405054278, tolerance: 2.1707549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.385375744937043, tolerance: 2.1141187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.591072306944122, tolerance: 1.5502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.445137361644402, tolerance: 2.22922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.584633330940838, tolerance: 2.7787949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.00751214205059, tolerance: 1.7182187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.806790733676827, tolerance: 2.01823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.035367286190898, tolerance: 1.9882487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.428022525317836, tolerance: 2.31688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.5307849687958, tolerance: 2.0053987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.317622714242972, tolerance: 2.05224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.921201246126856, tolerance: 2.1091200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.555916906446043, tolerance: 2.20629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.988572559438037, tolerance: 2.13862
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.90383826939947, tolerance: 2.2787800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.92006903288377, tolerance: 2.2783487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.102343429716427, tolerance: 2.18486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.255365450222723, tolerance: 2.164995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.061525395408346, tolerance: 1.87489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.44135761820304, tolerance: 1.800155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.885896091660626, tolerance: 2.1457949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.621186788124135, tolerance: 2.35331875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.59011605025434, tolerance: 1.7305949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.436991403743477, tolerance: 2.25574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.12089079738636, tolerance: 1.96819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.458266072592824, tolerance: 1.9055949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.561121546122198, tolerance: 1.90091875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.121196163384624, tolerance: 2.1895949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.468738142084252, tolerance: 1.8652487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.75921276229827, tolerance: 1.7848387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.34860186345341, tolerance: 1.58099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.665970451568818, tolerance: 2.287995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.7779055805114, tolerance: 1.92516875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.80005949843412, tolerance: 2.431
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.76707097582992, tolerance: 1.9837949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.355468773449704, tolerance: 1.441195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.992894457091012, tolerance: 1.8461387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.358528893362404, tolerance: 1.8843550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.157732202602617, tolerance: 2.521755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.191793857819434, tolerance: 2.2009987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.107735903142604, tolerance: 1.80948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.528653431674968, tolerance: 1.9148387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.156094415974106, tolerance: 2.05238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.902326110703896, tolerance: 2.37614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.435872879887814, tolerance: 2.02029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.210368753310004, tolerance: 2.0779549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.743808529024713, tolerance: 1.89756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.1206421166476, tolerance: 2.21708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.380534720499305, tolerance: 1.719155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.390655100271488, tolerance: 2.3349487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.979557769851574, tolerance: 1.9992387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.432539247389972, tolerance: 2.115395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.36971162250901, tolerance: 1.8636487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.260802400100506, tolerance: 2.33788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.628896940853362, tolerance: 1.7482887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.626199441822433, tolerance: 1.916355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.748383428654236, tolerance: 1.8073000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.68819900100082, tolerance: 2.070955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.042314511483127, tolerance: 1.7335950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.40197417753176, tolerance: 2.1635550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.12286919631012, tolerance: 2.02368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.245348528619408, tolerance: 2.16178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.86540690324299, tolerance: 1.87344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.741790757722494, tolerance: 2.02716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.295319619431716, tolerance: 1.723155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.656105908932684, tolerance: 2.39606875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.215261027164804, tolerance: 2.1889887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.339657872714692, tolerance: 2.4305487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.682799462399057, tolerance: 2.3991550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.452698695004628, tolerance: 2.25148875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.533826219157067, tolerance: 2.10189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.06718071476223, tolerance: 2.0458387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.31760435587755, tolerance: 1.75459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.319306326502648, tolerance: 2.2104387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.481583236064147, tolerance: 2.20203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.91605682565021, tolerance: 1.65572
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.775581349640863, tolerance: 1.7659949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.473332455274848, tolerance: 1.6823487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.754439201244367, tolerance: 2.13778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.041153495677012, tolerance: 1.80558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.567285345229504, tolerance: 2.1403799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.701174044878016, tolerance: 2.1219949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.71101062275834, tolerance: 2.01552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.1994475908209, tolerance: 1.9797887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.899414010450514, tolerance: 2.23939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.083222245737776, tolerance: 1.6768387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.154391987576506, tolerance: 2.03362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.331290272623246, tolerance: 2.2155199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.196195516444448, tolerance: 2.58022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95446171276524, tolerance: 2.1130799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.815892219229138, tolerance: 2.333795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.340509678217376, tolerance: 1.8872200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.730498969465085, tolerance: 1.885555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.054675781016812, tolerance: 1.74672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.881052996589643, tolerance: 1.394755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.898943162007768, tolerance: 2.0833887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.1263813764435, tolerance: 1.95668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.41325513659709, tolerance: 1.9593487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.63383046740178, tolerance: 1.6804887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.056743968645517, tolerance: 2.127795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.995431124669057, tolerance: 2.21663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.784919689355984, tolerance: 1.9291887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.328204087372917, tolerance: 1.659475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.224548697869587, tolerance: 1.42261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.91853595330295, tolerance: 1.7153950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.369472145155402, tolerance: 1.54463875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.222818553951306, tolerance: 2.6229950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.80427258805154, tolerance: 1.7247687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.837371429653391, tolerance: 2.20868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40102022772154, tolerance: 1.404995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.559170714812916, tolerance: 1.4688987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.302392164549573, tolerance: 1.6823200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.210698954245046, tolerance: 1.6483
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.862717439522614, tolerance: 1.69441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.024384598712162, tolerance: 2.34121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.29015531132954, tolerance: 2.14364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.254983722724479, tolerance: 1.66441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.671149667477215, tolerance: 1.82233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.271991179838494, tolerance: 1.42309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.410751308365985, tolerance: 1.7432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.225941031534017, tolerance: 2.07302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.973254532885244, tolerance: 1.58988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.731361890965372, tolerance: 2.16549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.095004931155714, tolerance: 2.0501199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.989749221639151, tolerance: 1.61336875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.491343662082727, tolerance: 1.9699949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.734751713426993, tolerance: 1.8574000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.043739825643058, tolerance: 1.4971687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.365440222634433, tolerance: 2.0149950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.506368255559712, tolerance: 1.64874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.12107951520297, tolerance: 1.67489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.584510552664755, tolerance: 1.5897549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.217349615728402, tolerance: 1.9085887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.58389511218202, tolerance: 1.3360200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.959706672758928, tolerance: 1.987155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.0546723562767, tolerance: 1.67419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.14183561360916, tolerance: 1.58919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.29165007908516, tolerance: 1.97458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.84866930775917, tolerance: 1.60228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.725359435180458, tolerance: 1.8936000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.979156222408866, tolerance: 1.69543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.173259656515164, tolerance: 1.8875949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.42937462102692, tolerance: 1.5614200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.873051859383203, tolerance: 1.72458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.440663501253635, tolerance: 2.18646875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.476250499347344, tolerance: 2.148395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.036033766164902, tolerance: 1.7321550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.836530439586982, tolerance: 1.4669549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.377197378054554, tolerance: 1.4011950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.291035822978515, tolerance: 2.09414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.827823364943928, tolerance: 1.3921887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.455370687147216, tolerance: 1.6446687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.295052151049692, tolerance: 1.9744387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.683179251757181, tolerance: 1.56121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.987771217552122, tolerance: 2.0519549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.513789104191595, tolerance: 2.0555487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.75983734832134, tolerance: 1.76446875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.55986508250176, tolerance: 1.4344000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.807892534718738, tolerance: 2.0847200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.76867264106395, tolerance: 1.9286887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.386709641241822, tolerance: 1.79652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.821809740189524, tolerance: 2.02064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.102578146865312, tolerance: 1.9710387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.066245696966664, tolerance: 1.58689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.254564899695946, tolerance: 1.6811800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22445631614203, tolerance: 1.9065987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.06964996408094, tolerance: 1.75951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.19106247541279, tolerance: 1.468155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.195056508656563, tolerance: 1.5681887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.269631544281077, tolerance: 1.7970000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.87041665494311, tolerance: 1.98891875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.228720280995383, tolerance: 2.02946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.087521565764852, tolerance: 1.57858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.38569727401007, tolerance: 1.86529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.437595438609275, tolerance: 1.63308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.855902450257606, tolerance: 1.56218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.927757372578956, tolerance: 1.7831949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.55920706858966, tolerance: 1.64794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.124401853279423, tolerance: 1.7967187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.673633970467844, tolerance: 1.79453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.894961483120797, tolerance: 1.74729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.653501142578264, tolerance: 1.564355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.15491608148092, tolerance: 1.548995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.4805222575838, tolerance: 1.75769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.423253933420902, tolerance: 1.59698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.419592070191303, tolerance: 1.8643387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.4162844806528, tolerance: 1.9507200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.438144996830847, tolerance: 1.81916875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.534476063100332, tolerance: 1.56181875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.307125303773407, tolerance: 1.40648875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.177175553036134, tolerance: 1.39119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.331087211140206, tolerance: 1.85381875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.79539186201784, tolerance: 1.60142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.360754278994435, tolerance: 1.9045949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.488598135230692, tolerance: 1.9229949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.940596722262995, tolerance: 1.50541875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.323820267746141, tolerance: 1.804555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.295120109802216, tolerance: 1.19784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.587985687815376, tolerance: 1.59398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.736224813433019, tolerance: 1.40818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.39485887244422, tolerance: 1.8736000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.174647317649814, tolerance: 1.589355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.314046828218302, tolerance: 1.7488387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.244097422631818, tolerance: 1.7833
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.35492139729199, tolerance: 1.65333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.975024920439225, tolerance: 1.4015549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.785291927727247, tolerance: 1.5504799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.453648401335997, tolerance: 1.56049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.558608981578146, tolerance: 1.6819387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.420330775443325, tolerance: 1.9310687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.393581539371347, tolerance: 1.44091875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.135274377275117, tolerance: 1.27121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.9848403719202, tolerance: 1.6629200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.587991156808307, tolerance: 1.4930200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.005919313527375, tolerance: 1.52233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.145615985033805, tolerance: 1.39592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.263261200338064, tolerance: 1.6633887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.789516769420075, tolerance: 1.2801
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.403356562323985, tolerance: 1.5320887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.13913778868696, tolerance: 1.9722887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.054512423424057, tolerance: 1.59142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.82740837094822, tolerance: 1.23639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.276706007214216, tolerance: 1.10954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.614831472913373, tolerance: 1.3784387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.367393588838894, tolerance: 1.4379887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.53348456777986, tolerance: 1.37924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.237481949698264, tolerance: 1.7573387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.530458658247593, tolerance: 1.43279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.281144561024817, tolerance: 1.6011
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.17131731028223, tolerance: 1.9163387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.90192156853713, tolerance: 1.7564487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.763392960185936, tolerance: 1.741555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.731834874840068, tolerance: 1.5093200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.87276327492812, tolerance: 1.8828200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.403145922747434, tolerance: 1.44654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.3767350470197, tolerance: 1.9133
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.305632876632544, tolerance: 1.60448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.738575958028825, tolerance: 1.20669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.756710571126927, tolerance: 1.54526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.15219376836923, tolerance: 1.5090687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.642765056660387, tolerance: 1.724155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.54873516859217, tolerance: 1.43988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.973250896763858, tolerance: 1.7585949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.62240406224566, tolerance: 1.53988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.967911921382257, tolerance: 1.47566875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.276038589888508, tolerance: 1.6787387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.527110694300575, tolerance: 1.9215
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.056243042256188, tolerance: 1.32308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.264722150453387, tolerance: 1.375555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.24314614548583, tolerance: 1.71628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.970847885168425, tolerance: 1.79128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.085732759040688, tolerance: 1.2031949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.968190621678193, tolerance: 1.7548800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.482569367508919, tolerance: 1.5255950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.671925771422487, tolerance: 1.6047550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.67169225578778, tolerance: 1.8539200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.81507911930287, tolerance: 1.99678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.06051923591629, tolerance: 1.4220387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.15352532684846, tolerance: 1.4139387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.979299160076938, tolerance: 1.7992200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.325004648625862, tolerance: 1.464355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.772577048447676, tolerance: 1.2635550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.276372267154688, tolerance: 1.4777200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.06959416154065, tolerance: 1.8079949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.84316558080252, tolerance: 1.265395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.33732740128572, tolerance: 1.4650200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.189967018820113, tolerance: 1.671
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04595651717215, tolerance: 1.4233487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.007360488915666, tolerance: 1.46208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.932911078332069, tolerance: 1.2971550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.045533359537043, tolerance: 1.79364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.351826088067124, tolerance: 1.5771887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.02707496083176, tolerance: 1.7259949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.77922207266512, tolerance: 1.60378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.183504639441765, tolerance: 1.6174187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.44759418736435, tolerance: 1.22711875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6616692906465, tolerance: 1.314955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.852960377188666, tolerance: 1.8488987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.973371496865997, tolerance: 1.25158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.663895182469492, tolerance: 1.540355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.422646574586956, tolerance: 1.359995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.336498087337848, tolerance: 1.4954687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.542716371630913, tolerance: 2.005875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.488973627071413, tolerance: 1.46071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.46541394769806, tolerance: 1.46399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.915783522321835, tolerance: 1.32598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.664445415152862, tolerance: 1.66068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.452868068201184, tolerance: 1.70708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.816567019377267, tolerance: 1.43938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.613453597551857, tolerance: 1.636195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.83635978497501, tolerance: 1.3183
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.75280366385614, tolerance: 1.5678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.111039588278945, tolerance: 1.45068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.569956981778974, tolerance: 1.55969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.27493257797673, tolerance: 1.62322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.288173202989622, tolerance: 1.47899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.664020337495472, tolerance: 1.67704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.57532596626137, tolerance: 2.23788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.962062152870264, tolerance: 1.82951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.091874181523153, tolerance: 1.87589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.060325673913958, tolerance: 1.9508887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.27424285236365, tolerance: 1.7369387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.39236910160626, tolerance: 2.2794000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.632432900722947, tolerance: 1.8390887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.876960544444472, tolerance: 1.7707987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.96568165333909, tolerance: 1.7118200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.13169713036744, tolerance: 1.80588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.378081982758786, tolerance: 2.42789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.42072305291204, tolerance: 2.0844987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.741500111698134, tolerance: 1.7649949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.9398738833287, tolerance: 1.8677200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.085165069933147, tolerance: 1.8946
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.53520514835692, tolerance: 2.05321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.23149506238176, tolerance: 1.70274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.426271070080254, tolerance: 2.17759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.131784595280095, tolerance: 2.0568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.48477089641443, tolerance: 1.428995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.751577264800446, tolerance: 2.0362387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.660583113878396, tolerance: 1.9851549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.775614712868535, tolerance: 2.16494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.662936175159507, tolerance: 1.7475887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.678688784461137, tolerance: 2.5029950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.02857085326984, tolerance: 2.1929000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.260962577495345, tolerance: 2.01719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.958689953197343, tolerance: 1.6121687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.736666868456137, tolerance: 2.19306875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.932904158339035, tolerance: 1.7272750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.977938458460468, tolerance: 1.48452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.57462440393256, tolerance: 1.9396987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.443202306517115, tolerance: 1.4482000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.83766406742717, tolerance: 2.4563950000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.931340221426225, tolerance: 1.8863887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.63162366160082, tolerance: 1.7576200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.99494982458419, tolerance: 1.941555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.90863292634194, tolerance: 2.373995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.55084253540775, tolerance: 1.9807549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.850438988143928, tolerance: 1.7617887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.988121402649316, tolerance: 1.8628887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.29923792643783, tolerance: 1.6348200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.76492432514507, tolerance: 2.074395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.745420079205857, tolerance: 2.05132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.25290390951197, tolerance: 2.087195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.243229061373505, tolerance: 2.0035549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.623388590697388, tolerance: 2.0464987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.001300698697996, tolerance: 1.802355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.421126293900215, tolerance: 1.4466200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.424517346954374, tolerance: 1.69488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.291796672216844, tolerance: 1.462355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.109173667512646, tolerance: 1.9315887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.56996532244638, tolerance: 1.7989487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.43975656587189, tolerance: 1.49338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.659571295445613, tolerance: 2.02026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.337570042417088, tolerance: 2.63829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.600885518446997, tolerance: 1.929475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.635403493092674, tolerance: 2.134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.998286282693968, tolerance: 2.17271875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.63402583147822, tolerance: 1.6451487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.263937262648987, tolerance: 1.724955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.441367721860928, tolerance: 1.9122200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.502650820980286, tolerance: 2.36442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.360356807129463, tolerance: 2.1511887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.35739261956748, tolerance: 1.9208799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.32850046510375, tolerance: 1.766155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.296483631219267, tolerance: 1.7607199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.80448114196794, tolerance: 2.1178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.357382553833272, tolerance: 1.61808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.808644154977955, tolerance: 1.8264487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.918488174023977, tolerance: 1.80129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18354504940627, tolerance: 1.5928887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.736692724213047, tolerance: 1.3964387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.36759808898859, tolerance: 1.8055200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.834039539254757, tolerance: 1.9391487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.270754106064077, tolerance: 1.5229887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.92121861343222, tolerance: 1.5665550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.70636371023829, tolerance: 1.83136875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.876693766597725, tolerance: 2.2492187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.0026483594794, tolerance: 1.9028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.691263844784768, tolerance: 1.7840800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.547056316828495, tolerance: 2.0333949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.01466675278638, tolerance: 2.22566875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.677938606245093, tolerance: 1.8969950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.468515093097228, tolerance: 1.6655887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.980671163778055, tolerance: 2.2245549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.27775120763794, tolerance: 1.74679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.37358485979698, tolerance: 1.8243800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.4541180917834, tolerance: 1.8803987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.889976620131627, tolerance: 2.01461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.60889278870946, tolerance: 1.9755387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.581151432130966, tolerance: 1.9451949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.6570604294959, tolerance: 1.6453987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.695218234758677, tolerance: 1.72404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71374775360548, tolerance: 1.8323199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.447834825451004, tolerance: 1.7787000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.447414452762505, tolerance: 1.64486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20734407486925, tolerance: 1.9013549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.974371608190964, tolerance: 1.41239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.624266252919288, tolerance: 2.04009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.479743042389913, tolerance: 1.8641887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.581050182469728, tolerance: 1.54943875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.987399863104436, tolerance: 1.8333387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.112281636725125, tolerance: 1.6303387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37188240098533, tolerance: 1.250955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.89088060305066, tolerance: 1.37571875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.949033556894843, tolerance: 1.56293875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.18193738736567, tolerance: 1.69304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.921913238668754, tolerance: 1.28141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.28889233181575, tolerance: 1.49826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.775583729944263, tolerance: 1.924755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.632605512434054, tolerance: 1.5726200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.260178294233558, tolerance: 1.5433000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.217085521046647, tolerance: 1.4999949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.406985696592272, tolerance: 1.5911887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.71315259216544, tolerance: 2.01903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.571733690918457, tolerance: 2.0045487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.545280532600874, tolerance: 1.6974799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.47030291501911, tolerance: 1.76418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.29532880379588, tolerance: 1.63481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.273546652923157, tolerance: 1.69031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.693440152205994, tolerance: 1.5418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.317413414979416, tolerance: 1.9478487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.25873109852599, tolerance: 1.434995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.950623661773903, tolerance: 1.83929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.01806257532274, tolerance: 1.7999949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.4356540774573, tolerance: 1.59722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.188071628499177, tolerance: 1.601355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.1605618176883, tolerance: 1.32664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.644790839163006, tolerance: 1.37714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.78242141598466, tolerance: 1.5046799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.96853905907926, tolerance: 1.479955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.805843519495838, tolerance: 1.3889200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.270968501718464, tolerance: 1.365475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.968558474695264, tolerance: 1.4415200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56633990288936, tolerance: 1.2422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.723512077324685, tolerance: 1.389395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.729553182371705, tolerance: 1.1247950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00036506433819, tolerance: 1.55198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.96398319509141, tolerance: 1.6715
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.548749077316664, tolerance: 1.7293800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.560027935010144, tolerance: 1.3345200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.581577716701602, tolerance: 1.5648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.602136516256145, tolerance: 1.95869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.346563829313038, tolerance: 1.61558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.651007911274355, tolerance: 1.5591550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.17414111888159, tolerance: 1.6569
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.821564976330897, tolerance: 1.5436
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.638457056361727, tolerance: 1.65116875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.710582887469004, tolerance: 1.7193200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.99320652124278, tolerance: 1.456355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.872154750450896, tolerance: 1.30099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.486107523644982, tolerance: 1.891075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.546497554345631, tolerance: 1.46986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.374761021535438, tolerance: 1.63838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.661991894179277, tolerance: 1.26894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.0613103781347, tolerance: 1.4834387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.140240040561828, tolerance: 1.6110200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.154808418963356, tolerance: 1.5771950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.13566239081711, tolerance: 1.8276200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.24867081220327, tolerance: 1.23491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.834509342376947, tolerance: 1.70509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.161337341460168, tolerance: 1.4154
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.350162418260602, tolerance: 2.21742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.831331395271903, tolerance: 1.92782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.483418583818743, tolerance: 1.4849487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.546908592650233, tolerance: 1.654955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.791250984501385, tolerance: 1.57718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.69362320030838, tolerance: 1.46774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51532186750269, tolerance: 1.83679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.193998640976943, tolerance: 1.7201800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.211847491281347, tolerance: 1.50186875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.242382346119047, tolerance: 1.646675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.30397958936247, tolerance: 1.8390487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.55954535630542, tolerance: 1.67592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.74791451420285, tolerance: 2.15488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.341739202998113, tolerance: 1.75379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52897189897122, tolerance: 1.86738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.586035625114445, tolerance: 1.866155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.986859258372668, tolerance: 1.5102200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.966815789861506, tolerance: 1.227475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.791599590317471, tolerance: 1.353275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.90691588224199, tolerance: 1.619395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.15304984995512, tolerance: 1.4304000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.481658837518232, tolerance: 1.59659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.300787804422754, tolerance: 1.90484875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25726667524068, tolerance: 2.08986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.660858401409754, tolerance: 1.48678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.232951193321643, tolerance: 1.50594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.19465492268945, tolerance: 1.7869950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.64509173842337, tolerance: 1.5682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.622602875832563, tolerance: 1.3668387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.27471956209633, tolerance: 1.3899000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.589150305027417, tolerance: 1.35978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.84568436661536, tolerance: 2.1403387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.098088923804294, tolerance: 1.8417550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.398337366248654, tolerance: 1.6329487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.87187003528082, tolerance: 1.8229887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.73757208803014, tolerance: 1.9996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.27247180466596, tolerance: 1.93829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.50498308819266, tolerance: 1.97642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.110174470088385, tolerance: 1.81219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.170895889180017, tolerance: 1.5921200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.725890108472974, tolerance: 2.0489687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.36273885277682, tolerance: 1.576755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.883368531073394, tolerance: 1.9710687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.806212690948605, tolerance: 1.6745949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.949248237385216, tolerance: 1.872955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.626040948391493, tolerance: 1.6753487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.246152921354245, tolerance: 1.98268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.279231899332927, tolerance: 1.5681950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.299300405271673, tolerance: 1.67058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.141188709823446, tolerance: 1.6529950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.366200444735146, tolerance: 1.53072
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.71183374558485, tolerance: 1.8261487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.016196960966106, tolerance: 1.8489549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.530893023336908, tolerance: 1.8577550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.668888089031356, tolerance: 1.7029949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.602461786935617, tolerance: 1.88421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.163193710210837, tolerance: 2.212355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.7140635804507, tolerance: 1.4617550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.736732706302895, tolerance: 1.8186
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.390729556210456, tolerance: 1.8525800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.567935986019314, tolerance: 1.8013887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.669536339365893, tolerance: 1.5218387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.950100132633835, tolerance: 1.8702887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.727556776898604, tolerance: 1.57408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.268960215403418, tolerance: 1.8754387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51159094913047, tolerance: 1.733355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.951316684353593, tolerance: 1.7270750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.027750522882265, tolerance: 1.9938200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.00105136015985, tolerance: 1.88703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04565339304653, tolerance: 1.46779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.9644495653266, tolerance: 1.7122887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.72958610868843, tolerance: 1.6022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.389565123364662, tolerance: 1.48664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.723674245672647, tolerance: 1.87716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.641600202308506, tolerance: 1.40918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.325368780467738, tolerance: 1.6984387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.52388237949349, tolerance: 1.815155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.089514510440043, tolerance: 1.9530687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.278070367484892, tolerance: 1.6363487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.388685700937806, tolerance: 2.129155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.094189754507195, tolerance: 1.7843949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.844993905610435, tolerance: 1.7996200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.571518143943846, tolerance: 1.6768687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.533849563941256, tolerance: 1.8915949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.186406239886274, tolerance: 1.6324200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.28510613485539, tolerance: 1.7879949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.877045386560603, tolerance: 1.7781387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.03297639699502, tolerance: 2.07868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.7858694086879, tolerance: 1.65018875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.912144325058954, tolerance: 2.13372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.518904844429308, tolerance: 1.470995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.47293480834914, tolerance: 1.7155987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.616045902596106, tolerance: 1.70474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.94381723701512, tolerance: 1.63142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.517854875710267, tolerance: 1.8896887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.154117067834932, tolerance: 1.5439487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.714740986227927, tolerance: 1.402755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.03265150675091, tolerance: 1.8892487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.977573438664894, tolerance: 2.0031
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.238438037199163, tolerance: 1.78708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.657062332257816, tolerance: 1.427795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.267690798291717, tolerance: 1.6063950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.707720776920247, tolerance: 1.54428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.06810996918003, tolerance: 2.27859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.434250711571337, tolerance: 1.70148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.395791364832423, tolerance: 1.8400387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.23190408279369, tolerance: 1.57892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.8005144175647, tolerance: 1.628355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.837521270779774, tolerance: 1.60942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.886924229414433, tolerance: 1.532675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.480131512364874, tolerance: 1.24718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.179480036919003, tolerance: 1.55568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.513230637302204, tolerance: 1.49062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.42663782511618, tolerance: 1.6046387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.916931244440605, tolerance: 1.5576687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.151719656538727, tolerance: 1.55458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.17654012021645, tolerance: 1.9006200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.723774365513012, tolerance: 1.7226387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.625219206688854, tolerance: 1.24514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.449102285838453, tolerance: 1.6794
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.655577231608873, tolerance: 1.7492200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.891875007394688, tolerance: 1.29689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.1544397245605, tolerance: 1.77564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.328689230277018, tolerance: 1.84112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.267331472036606, tolerance: 2.10848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.326446856237837, tolerance: 1.77561875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.272222065783133, tolerance: 2.06914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.276279032006233, tolerance: 2.0165949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.189657650466746, tolerance: 1.6451387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.268347460227712, tolerance: 1.7120487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.105641550451693, tolerance: 1.7757200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.387898362757646, tolerance: 1.60588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.457756721806302, tolerance: 1.6477187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.925408889624055, tolerance: 1.7995387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.949987208749068, tolerance: 1.6959949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.680088807474736, tolerance: 1.74924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.231690117655525, tolerance: 1.6957487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.2651172327242, tolerance: 1.9819
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.376335106896846, tolerance: 1.81308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.434696092335134, tolerance: 2.10454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.590906203938992, tolerance: 2.34238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.049124389478937, tolerance: 2.2419949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.941350073392442, tolerance: 2.03052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.327407441267184, tolerance: 2.2107949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.05819085160484, tolerance: 1.652555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46616302818123, tolerance: 1.63298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.835918773228133, tolerance: 1.80034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.98276331960362, tolerance: 2.0855887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.816753954204035, tolerance: 2.17112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.97289521360881, tolerance: 1.43309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.1451333283419, tolerance: 1.57083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.714594596822748, tolerance: 1.6958799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.10865234224499, tolerance: 1.66169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.391021431466164, tolerance: 1.9487949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.0294992417671, tolerance: 1.71256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.681370651150594, tolerance: 1.8753950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.750865350119604, tolerance: 2.2534887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.418693704984193, tolerance: 2.2508887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.070738563943939, tolerance: 2.142075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.666770274992194, tolerance: 1.9437549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.35402692312219, tolerance: 2.01513875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.934482603556948, tolerance: 2.2375950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.91745639169547, tolerance: 2.48923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.067583145110838, tolerance: 2.10048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.499903585368294, tolerance: 1.5449387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.340054521992668, tolerance: 1.9650200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.310070218227839, tolerance: 1.8302799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.448795468061796, tolerance: 1.9102200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.59165133772895, tolerance: 2.0201949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6947656168929, tolerance: 2.2576750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.750958315175087, tolerance: 1.74604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.784377043361424, tolerance: 2.1821949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.291967306758202, tolerance: 2.12604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.15842317760096, tolerance: 1.8413387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.655466185114182, tolerance: 1.8377949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.144374565468272, tolerance: 2.03506875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.17235579690118, tolerance: 1.8815000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.71004718855693, tolerance: 1.63223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.764293052096217, tolerance: 1.9943000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.12665473439414, tolerance: 2.1914687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.297639006964594, tolerance: 1.5173200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.764183443271392, tolerance: 1.8326887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.0674157120345, tolerance: 2.39542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.43341708672085, tolerance: 2.1475387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.44088089861434, tolerance: 2.13174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.969097183455299, tolerance: 2.2225200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.605696757026806, tolerance: 1.7955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.492503366096386, tolerance: 1.5222
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.738450235078163, tolerance: 1.9039949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.87318051605643, tolerance: 1.8107487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.31464014690248, tolerance: 2.174155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.392643636226357, tolerance: 1.8641949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.198392312962003, tolerance: 2.09528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.024305271443243, tolerance: 1.9389949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.242339692262416, tolerance: 2.26658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.926636883391568, tolerance: 2.11059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.006764924918457, tolerance: 2.3215987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.520450192787573, tolerance: 1.4545387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.165743550761897, tolerance: 2.1823550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.739871341409795, tolerance: 1.9484887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.813384086070826, tolerance: 2.16438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.272001251351867, tolerance: 2.089475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.713668027602463, tolerance: 2.001595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.9903814677651, tolerance: 1.8018799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.436636944078366, tolerance: 2.243795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.847680479626916, tolerance: 1.69221875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.748782603743095, tolerance: 1.8712887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.77094490927606, tolerance: 1.77472
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18183957664589, tolerance: 2.27801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.68281381319046, tolerance: 2.14686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.585062006805515, tolerance: 2.10069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.596877746258336, tolerance: 2.2690200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.51662433103656, tolerance: 2.1923887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.90662841931694, tolerance: 1.6111949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.108675648646898, tolerance: 2.05008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.431818401132695, tolerance: 2.04912
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.127308077375602, tolerance: 1.89638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.06850725749517, tolerance: 1.9833
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.9253956073242, tolerance: 2.6996387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.550766788639162, tolerance: 2.183395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.78389761107989, tolerance: 2.33392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.305153431766282, tolerance: 1.2171987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.942627849045973, tolerance: 2.300755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.69901257406271, tolerance: 1.8483387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.513323419255155, tolerance: 1.634395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.679555334960142, tolerance: 2.04182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.294580616619772, tolerance: 1.8721987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.770663367878136, tolerance: 2.31121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.811494830169476, tolerance: 2.02114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.752132779991147, tolerance: 2.33448875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.418416358249775, tolerance: 1.91729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.761336689241928, tolerance: 1.9297199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.895779062776313, tolerance: 1.88841875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.86492350661115, tolerance: 1.632395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.78998976437691, tolerance: 1.6798887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.351534858094734, tolerance: 1.7592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.345070055173014, tolerance: 1.6746200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.385117288934495, tolerance: 1.2272750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.17829251965293, tolerance: 1.655875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.2912450994845, tolerance: 1.685275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.31171338856718, tolerance: 1.15323875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.36846971860005, tolerance: 1.6923887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.484150016565987, tolerance: 1.878155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.906939567333634, tolerance: 2.4048799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.976502087270001, tolerance: 1.3249549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.94617993417722, tolerance: 1.7850387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.931642258568452, tolerance: 1.73222
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.084177837164, tolerance: 1.52891875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.168487782050104, tolerance: 1.5573949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52996743703732, tolerance: 1.49046875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.34920520806692, tolerance: 1.82168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.562558663929224, tolerance: 1.771355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.23598472972495, tolerance: 1.42403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.759374807107093, tolerance: 1.6627550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.588187079543445, tolerance: 1.99759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.81303549403049, tolerance: 1.5421549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.057984546121055, tolerance: 1.43418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.50954300548662, tolerance: 1.41212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.10163034714506, tolerance: 1.88889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.34487193596489, tolerance: 1.40111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.63294598468362, tolerance: 1.5545187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.486485221232336, tolerance: 2.3470987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.24316948748919, tolerance: 1.98026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.0708448127865, tolerance: 1.63168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.397916188579728, tolerance: 2.19119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.356651425810217, tolerance: 1.71256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.092551842271682, tolerance: 1.71349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.89476222326163, tolerance: 2.08443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.165222520904587, tolerance: 1.619555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.247679400387117, tolerance: 1.67596875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.794930198500165, tolerance: 1.9953949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.080211835495643, tolerance: 1.43023875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.461919250152686, tolerance: 1.73642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.007874774544229, tolerance: 1.3809950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.756306732537404, tolerance: 1.37044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.08207262827999, tolerance: 1.63109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.670042253057485, tolerance: 1.739955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.1737947186758, tolerance: 1.9736200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.325172080025329, tolerance: 1.7972487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.013010775351134, tolerance: 1.40549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.870577975029768, tolerance: 1.60234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.741826811681, tolerance: 1.45619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.49785017132126, tolerance: 1.58493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.712121059848744, tolerance: 1.4958200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.390173904415345, tolerance: 2.057075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.71189575670251, tolerance: 1.9785550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.24830064494102, tolerance: 1.9747199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.747070043349243, tolerance: 2.0222200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.370266899249728, tolerance: 1.49498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.60689004892292, tolerance: 1.6515487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.986114692487387, tolerance: 1.683075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.29078368765809, tolerance: 2.2124
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73930984488169, tolerance: 1.67221875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.57251032047922, tolerance: 1.85434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.363412531783414, tolerance: 2.13798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.066387788221267, tolerance: 1.71688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.206361612917135, tolerance: 1.49328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.139403903376232, tolerance: 1.49248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.58347878742594, tolerance: 1.627275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.093010379873158, tolerance: 1.56924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.172506090868822, tolerance: 1.6243987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.669769474908456, tolerance: 1.51059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.836354369664207, tolerance: 1.4875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.444967975186422, tolerance: 1.48558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.262867844330504, tolerance: 1.3074887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.81555550423247, tolerance: 1.49118875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.339028204328567, tolerance: 1.77078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.457697229748796, tolerance: 1.59952
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.646918095319126, tolerance: 1.88988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.338641030069, tolerance: 1.41408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.954234726184097, tolerance: 1.440595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.082614222097584, tolerance: 1.48019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.198172155948193, tolerance: 1.7588387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.358488830381095, tolerance: 1.558955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.18630823323793, tolerance: 1.3926687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.89086467536377, tolerance: 1.8275800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.265859531834433, tolerance: 1.4981387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.159502428282174, tolerance: 2.0400487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.477869739532487, tolerance: 1.5467
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.429087322680566, tolerance: 1.53712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.193768991480745, tolerance: 1.716155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.517432510213585, tolerance: 1.63048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.702359260537328, tolerance: 1.69976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.534398290584743, tolerance: 1.35914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.326387249523712, tolerance: 1.3803200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.702823951218672, tolerance: 1.4030387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.938492249781266, tolerance: 1.5883200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.61869681451192, tolerance: 1.9148887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.713781919210158, tolerance: 1.62103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.86900257506254, tolerance: 1.535155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.093340215685497, tolerance: 1.58309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.025873009629006, tolerance: 1.386395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.89672538217422, tolerance: 1.64428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.788496677640836, tolerance: 1.7997687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.212363099222, tolerance: 1.8621387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.413273053622696, tolerance: 1.7249949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.842884124960925, tolerance: 1.952755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.361750914265865, tolerance: 1.7546187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.868208190983419, tolerance: 2.05721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.844339367814094, tolerance: 1.9690487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.34114994343992, tolerance: 1.58598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.718276916733913, tolerance: 1.79978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.419413598259002, tolerance: 1.7230387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.168288288307973, tolerance: 1.62982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.39776849877739, tolerance: 1.6857550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.760626078179104, tolerance: 1.9406200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.983456511312827, tolerance: 1.97051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56865356605166, tolerance: 1.8643949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.086718544030493, tolerance: 2.14012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.824292461926635, tolerance: 2.14504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.774014406258527, tolerance: 1.45438875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.707988439499815, tolerance: 1.6893199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.910635504688386, tolerance: 1.8098200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.237324976868578, tolerance: 1.8847887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.15519234057591, tolerance: 1.9428987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.52159523586854, tolerance: 2.14663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.30784341552858, tolerance: 2.15388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.992844605966905, tolerance: 1.8573950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.34490404056802, tolerance: 1.9506687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.650607460009137, tolerance: 1.6662000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.349108255441887, tolerance: 2.275955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.798170709731144, tolerance: 2.09422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.374889819743984, tolerance: 2.17439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.125706892791802, tolerance: 1.8881687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.852720011526895, tolerance: 1.655
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.389948836128696, tolerance: 2.10051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.594179980257827, tolerance: 2.22968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.977243911639867, tolerance: 2.0129487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.65819359900144, tolerance: 1.833555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.220270769996553, tolerance: 1.799595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.882833498947234, tolerance: 1.64276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.739164024966527, tolerance: 1.7203887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.979563928352636, tolerance: 1.9723487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.435026989236302, tolerance: 2.081155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.91778276693515, tolerance: 2.1830000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.396831115174926, tolerance: 1.89303875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.150710201296345, tolerance: 1.9474487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.22005765200428, tolerance: 1.6245687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.559597027046184, tolerance: 1.59724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.83632125388799, tolerance: 1.757155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.842089897657004, tolerance: 1.7638200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.623263662419507, tolerance: 1.72139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.321929955868384, tolerance: 1.95806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.668031305712347, tolerance: 1.99993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.29503644276619, tolerance: 1.34058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.41996107737326, tolerance: 2.32661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.493200753467214, tolerance: 1.7115887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.105469691613266, tolerance: 1.80591875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.701938832692047, tolerance: 1.7529387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.32226154717901, tolerance: 2.2601950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56386238130154, tolerance: 2.21053875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.389880368586034, tolerance: 1.5217549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.35227341700392, tolerance: 1.84578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.739528059725664, tolerance: 1.9331950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.451242617015925, tolerance: 2.14764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.866293669505838, tolerance: 1.72409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.350551947549608, tolerance: 1.86158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.229628106537007, tolerance: 1.6461687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.443626557629578, tolerance: 1.9747387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.200215173748315, tolerance: 1.79758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.05542900376267, tolerance: 1.76892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.32788738771435, tolerance: 1.4742187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.700468446912186, tolerance: 1.9217550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.32823809547783, tolerance: 1.54339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.456532551405203, tolerance: 1.638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.91404086133989, tolerance: 1.8113550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.688478388177602, tolerance: 1.855395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.13245720244035, tolerance: 1.8016387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.644773177808972, tolerance: 1.707355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.484273205194622, tolerance: 1.5199950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.09811328069738, tolerance: 2.4573
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.10670767632392, tolerance: 1.6222750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.158260559238556, tolerance: 1.78078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.32111895563899, tolerance: 1.8332387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.612258283895745, tolerance: 1.454955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.81665435239179, tolerance: 2.16959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.275976726620563, tolerance: 2.04694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.762378079215107, tolerance: 1.57619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.990280086844017, tolerance: 1.6141949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.466799666837446, tolerance: 1.7517549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.32702614919163, tolerance: 1.67338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.116870325995873, tolerance: 2.0067800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.587043215900362, tolerance: 1.7743187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.906969165799225, tolerance: 1.647555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.556192173660733, tolerance: 1.84768875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.935290066345836, tolerance: 2.429195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.986767836149255, tolerance: 1.7349887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.43152768850024, tolerance: 1.84289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.962617712941107, tolerance: 1.9055949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.62815824468578, tolerance: 2.18423875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.289514278307045, tolerance: 1.39554875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.75164409815815, tolerance: 2.3515
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.898687511199647, tolerance: 1.41089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.22557949196703, tolerance: 1.7907949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.29980603759305, tolerance: 2.0737550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.69863693880279, tolerance: 1.95589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.115789774997896, tolerance: 1.96209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.21241155974295, tolerance: 1.5331487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.334453374129627, tolerance: 1.63868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.863174956181734, tolerance: 1.8267
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.85380594202268, tolerance: 1.7775949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.661905254318985, tolerance: 1.69924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.324642277278087, tolerance: 1.7026200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.574947838561478, tolerance: 1.63356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.699526531561204, tolerance: 1.744475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.705812491008754, tolerance: 1.31138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.114120359381847, tolerance: 1.70268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.40082969830322, tolerance: 1.7577387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.35538370112952, tolerance: 2.13262
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.971219845282747, tolerance: 1.93269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02365029024343, tolerance: 1.2693200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.778197317526736, tolerance: 2.13782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.258991110067228, tolerance: 1.58568875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.70560439026034, tolerance: 1.6871
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.02602651828802, tolerance: 1.6046487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.116459438440693, tolerance: 2.41239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.911843319648877, tolerance: 1.82774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.81823054027519, tolerance: 1.45388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.15604935497801, tolerance: 2.1794200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.40136168980644, tolerance: 1.7435887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.987991521514065, tolerance: 1.51978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.941996378891258, tolerance: 1.6513187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.06704576227545, tolerance: 1.489395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.750780746441002, tolerance: 1.54189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.670709405303395, tolerance: 2.1242887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.883904259384455, tolerance: 1.4585949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.930487167209892, tolerance: 1.6238750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.322830162139486, tolerance: 1.7329200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.011639324864445, tolerance: 1.5386187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.332995328220747, tolerance: 2.02092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.761778373191458, tolerance: 1.44231875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.100080249242104, tolerance: 1.69079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.25136530831972, tolerance: 1.6777187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.73176370154819, tolerance: 1.5814487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.692830186180103, tolerance: 1.88138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.386495883833632, tolerance: 1.535755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.638013168417693, tolerance: 1.9931949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.138824493664234, tolerance: 2.25012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.913402151851, tolerance: 1.67929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.895932991850394, tolerance: 1.652955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.241033271102317, tolerance: 1.937275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.69010731539837, tolerance: 1.5657387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.09462645622702, tolerance: 1.7069200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.856130549419905, tolerance: 1.6746887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.792804489048994, tolerance: 1.51193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.65703311952797, tolerance: 1.9013550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.86708969018064, tolerance: 1.628675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.542303617877625, tolerance: 1.65119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.139800209402043, tolerance: 1.53798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.809686307557406, tolerance: 1.5324887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.62601979878209, tolerance: 2.062555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.362744819962867, tolerance: 1.8094887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.304041614108764, tolerance: 1.57398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.915150987599443, tolerance: 1.9110800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.303579113370702, tolerance: 2.0939
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.99659697071875, tolerance: 2.3256187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.02747206872588, tolerance: 1.54494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.356049092458235, tolerance: 1.77148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.711281202453897, tolerance: 1.7853387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.882898566605725, tolerance: 2.28469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.76163028096038, tolerance: 1.71368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.72667589993833, tolerance: 1.80686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.351088334157843, tolerance: 1.8563199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.296615715238083, tolerance: 1.7037950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.06340354979945, tolerance: 1.9999199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.797758512428953, tolerance: 1.74423875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.933378533171535, tolerance: 2.0501
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.197656142115097, tolerance: 1.6905887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.193509126717444, tolerance: 1.925355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.453871476792592, tolerance: 1.9364750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.61938861269676, tolerance: 1.968555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.1742472797564, tolerance: 1.15849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.71766852068856, tolerance: 2.2499949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.49777668029279, tolerance: 2.10163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.369154161371448, tolerance: 1.5029387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.52261894298624, tolerance: 2.0234187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.06950902317279, tolerance: 1.9367387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.580564146589644, tolerance: 2.02578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.15938246653031, tolerance: 2.006395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.883007845183833, tolerance: 1.8865387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.225655293883474, tolerance: 1.7892387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.83235838864275, tolerance: 1.8027487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.713220098968094, tolerance: 1.7630387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.181582556985788, tolerance: 1.6018750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.67375886453022, tolerance: 1.9851799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.514525165792314, tolerance: 1.84351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.049951418123701, tolerance: 1.473
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.00772502178734, tolerance: 1.806755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.5476747407701, tolerance: 1.71308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.23686045929568, tolerance: 1.7941950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.504913534702027, tolerance: 1.7725487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86536861649492, tolerance: 1.33304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.60767064565379, tolerance: 1.7615387499999997
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.21256220728675, tolerance: 1.7155200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.227097744003025, tolerance: 1.90279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.196517567931885, tolerance: 2.078875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.506285457383072, tolerance: 1.4241949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.1740963600498, tolerance: 1.8134487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.75810035497212, tolerance: 1.40921875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.33801172686978, tolerance: 1.36178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.813661015381598, tolerance: 1.463355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.072087098626728, tolerance: 2.020555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.028520387277048, tolerance: 1.61174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.225552394031283, tolerance: 1.31618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.7440502348047, tolerance: 1.6819187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.719719292913716, tolerance: 1.7531387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.84999341245428, tolerance: 1.54918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.04635648526063, tolerance: 1.343355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.81858492964082, tolerance: 2.002555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.954026514945582, tolerance: 1.4514
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.329365395784066, tolerance: 1.77616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.370043742440565, tolerance: 1.37728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.12638787984565, tolerance: 1.932075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.924187299995246, tolerance: 1.65533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.768088360849049, tolerance: 1.5349000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.377809705775405, tolerance: 1.63718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.632791144789877, tolerance: 1.6813549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.241797661519588, tolerance: 1.5592487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.50256716859244, tolerance: 2.10671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.57778961849067, tolerance: 1.51018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.11126678754028, tolerance: 1.550995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.47314015164693, tolerance: 1.7876387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.77259627657189, tolerance: 1.4931800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.15434403373117, tolerance: 1.4522887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.34808435431576, tolerance: 1.5429187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.55737143835664, tolerance: 1.50852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.87271403564566, tolerance: 1.7940487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.3296148707, tolerance: 1.6026
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.721382875469534, tolerance: 2.0407
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.80282880189753, tolerance: 1.3667200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.70244384642595, tolerance: 1.7653387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.59886707064959, tolerance: 1.5825487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.890872240561414, tolerance: 2.0864487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.531304999074024, tolerance: 1.42969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.04213184861758, tolerance: 1.6810799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.42467678527725, tolerance: 1.64844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.34420589941511, tolerance: 1.70651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.71191492724815, tolerance: 2.01188875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.086418106869516, tolerance: 1.11034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.21904066481764, tolerance: 1.49682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.501876788793695, tolerance: 1.4291
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.072139424086494, tolerance: 2.2418887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.65229296131838, tolerance: 1.49438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.698771539238837, tolerance: 1.31629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.27397778932824, tolerance: 2.0132387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.662923368987904, tolerance: 1.64762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.63604593818321, tolerance: 1.50414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.754782577666422, tolerance: 1.24788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.93670882050204, tolerance: 1.823595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.06363385539274, tolerance: 1.894355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.7523611907008, tolerance: 1.467675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.58836330002685, tolerance: 1.695755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.62480631773934, tolerance: 1.1603
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.58935440793592, tolerance: 1.8237200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.37179438961543, tolerance: 1.476475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.166653561660077, tolerance: 1.2922200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.10642174601044, tolerance: 1.459155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.87568814551388, tolerance: 1.42299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.872196825692324, tolerance: 1.6077887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.71279252991689, tolerance: 1.94582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.246869911718605, tolerance: 1.5595949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.291565072275827, tolerance: 1.5955949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.325856732402315, tolerance: 1.6079687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.949547823455354, tolerance: 1.5459800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.149516843015014, tolerance: 1.9059387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.03945248902854, tolerance: 1.5417687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.07378157650672, tolerance: 1.9008800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.19335135260265, tolerance: 1.4909200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.21920630142165, tolerance: 1.86188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.17907751620514, tolerance: 2.49106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.20607948258452, tolerance: 1.39389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.51235511265506, tolerance: 1.828675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.520238071200346, tolerance: 1.6393550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.3885487895068, tolerance: 1.3853950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.23887724541228, tolerance: 1.62934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.437071206806866, tolerance: 1.582995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.46250207443951, tolerance: 1.7655887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.96728432228697, tolerance: 1.5807949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.825359993244746, tolerance: 1.772475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.81832008137915, tolerance: 2.0874
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.57285816515302, tolerance: 1.506075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.421087500971815, tolerance: 1.9355987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00606445731414, tolerance: 1.35001875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.06313103573597, tolerance: 1.4559549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.054628015302214, tolerance: 1.16488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.63870049312041, tolerance: 1.73034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.123259230863461, tolerance: 1.47394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.421122262260759, tolerance: 1.439395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.44060693962587, tolerance: 1.707355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.351875523289465, tolerance: 1.6527487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.22659340812562, tolerance: 1.377955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.904696343407636, tolerance: 1.8179200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.750325102739026, tolerance: 1.6549887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.06398988720948, tolerance: 1.85729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.260273725636637, tolerance: 1.729155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.724561226688664, tolerance: 2.3297000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.789435685974254, tolerance: 2.07588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.321285614712956, tolerance: 1.8308200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.37185153788136, tolerance: 2.1660487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.722056636352058, tolerance: 1.876355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.15718622257843, tolerance: 1.9108487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.179791004428687, tolerance: 1.59774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.957621487881696, tolerance: 2.1766799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.63952687821352, tolerance: 1.5468987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.15648396774945, tolerance: 2.115595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.77662986694397, tolerance: 1.68978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.457244005471257, tolerance: 1.6873549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.550137877226742, tolerance: 1.1541949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.044692719704273, tolerance: 1.6463199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.601576333519795, tolerance: 1.72349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.04077070963933, tolerance: 1.9819187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.50456637472019, tolerance: 1.98579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.68514705875948, tolerance: 2.2009387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.865337836716364, tolerance: 1.7497949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.39317386679717, tolerance: 1.8919987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.034201741730843, tolerance: 1.7436200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.2240251076278, tolerance: 1.95661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.122511374590417, tolerance: 1.617075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.232865330154237, tolerance: 2.1556387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.583377335878303, tolerance: 1.54493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.562552898486945, tolerance: 1.6068200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.126349289197584, tolerance: 2.0254487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.643392694267718, tolerance: 1.28624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.103256341524563, tolerance: 2.0469887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.662440375961936, tolerance: 1.9403949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.410296947752165, tolerance: 1.5237687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.084076045922856, tolerance: 1.5185187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.75038077585624, tolerance: 1.3713549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.810782749245597, tolerance: 1.99384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.75254170919143, tolerance: 2.2374387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.662709085559996, tolerance: 2.36742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.515857728469147, tolerance: 1.5891187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.36370301238537, tolerance: 1.9171487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.894337159048845, tolerance: 1.821955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.692314527909815, tolerance: 2.38943875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.54420856307879, tolerance: 1.52836875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.18231331409659, tolerance: 1.6340200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.643095621950266, tolerance: 1.26581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.68750080133862, tolerance: 1.9427
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.897300985149684, tolerance: 2.05378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.74507875462376, tolerance: 2.1051949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.71063162008602, tolerance: 1.8763949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.28949527333125, tolerance: 1.8227550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.32302277006778, tolerance: 1.32388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.170966038981163, tolerance: 1.4440887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.910846809301034, tolerance: 1.8168487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.365818925228503, tolerance: 1.7750887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.086854216493386, tolerance: 1.69548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.74102812744972, tolerance: 1.6143887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.38821974210428, tolerance: 2.08168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.254999751787793, tolerance: 1.6662387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.823945539884235, tolerance: 1.8213949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.241194529725433, tolerance: 2.0436799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.832519177259364, tolerance: 1.75672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.516565630537396, tolerance: 1.7131200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.498882692607026, tolerance: 1.767955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.549173662273205, tolerance: 2.3134
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.231694503749345, tolerance: 1.7275199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.185222069752584, tolerance: 1.9464987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.398387053315865, tolerance: 1.8920200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.40500305112484, tolerance: 2.16502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.515071487509601, tolerance: 1.736955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.392492022855635, tolerance: 1.7155887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.064409722128765, tolerance: 1.7090750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.518036771446795, tolerance: 2.0960387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.395352229956472, tolerance: 1.7712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.81281687262414, tolerance: 2.0689949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.77461227452545, tolerance: 2.3025487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.95588803483792, tolerance: 1.6379387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.87172540187571, tolerance: 2.04158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.955832642832213, tolerance: 1.30844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.985526917493253, tolerance: 1.43818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.065108266793313, tolerance: 2.0222987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.86374653056096, tolerance: 1.8223887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.1764218435763, tolerance: 1.4052200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.432453361878174, tolerance: 1.2621887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.46162617959789, tolerance: 2.653555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.1969858723172, tolerance: 1.7181887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.03139641066038, tolerance: 1.9618987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.850423401958192, tolerance: 1.6146987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.2865134466472, tolerance: 2.0544687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.02501835567037, tolerance: 2.176275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.366965116407947, tolerance: 1.6687949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.135928356006474, tolerance: 1.9228887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.056345873991688, tolerance: 1.8987387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.723522005707018, tolerance: 1.54228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.44787263942039, tolerance: 1.8848887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6332928580535, tolerance: 1.5739387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.608661540938954, tolerance: 1.94059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.24764314847346, tolerance: 2.10778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.689219469158658, tolerance: 1.7336200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.351231842402772, tolerance: 1.48429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.557753165808997, tolerance: 2.27418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.011439814019703, tolerance: 1.7684987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.079157574397623, tolerance: 2.0919487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.987833385494355, tolerance: 1.6709887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.578476660238287, tolerance: 1.94598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.688191561123713, tolerance: 1.9489550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.764492994458493, tolerance: 1.904755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.511767220072713, tolerance: 1.4963187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.5173924440166, tolerance: 1.8183887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.130609226047902, tolerance: 1.74911875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.23027486109369, tolerance: 2.0588487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.71757871497951, tolerance: 1.8897487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.782227297698615, tolerance: 1.45168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.583653992842066, tolerance: 1.5403
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.24649825963267, tolerance: 1.7083887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.44041859973618, tolerance: 1.5958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.643314113880756, tolerance: 1.430075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.503382515356053, tolerance: 1.777555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.922415258493476, tolerance: 1.7266387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.254107431668515, tolerance: 1.8434887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.780967887608282, tolerance: 1.30338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.755868034498576, tolerance: 1.51868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.40858239983257, tolerance: 1.8991949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.1861992406995, tolerance: 1.7757387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.528562010008383, tolerance: 1.79889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.484175403269006, tolerance: 1.5417200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.279074489199008, tolerance: 1.544755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.56270496711715, tolerance: 1.06078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.044535146422074, tolerance: 1.88558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.587152933100853, tolerance: 1.6028187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.964410746561654, tolerance: 1.427755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.650415629809046, tolerance: 1.7283887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.14282482916495, tolerance: 1.44184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.482936192554767, tolerance: 1.5538200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.083230751156815, tolerance: 1.4791550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.557156311215905, tolerance: 1.59139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.949121621673672, tolerance: 1.7046800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.598628773519835, tolerance: 2.13123875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.146449283080067, tolerance: 1.35241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08512221526442, tolerance: 1.5238200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.99668144698417, tolerance: 1.8018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.839465372745643, tolerance: 1.4747549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.604472057084273, tolerance: 1.470595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.173552684098667, tolerance: 1.3462687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.33310096226562, tolerance: 1.62688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.53468486314802, tolerance: 1.2895200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.026386277588713, tolerance: 2.07262
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.057140990862177, tolerance: 1.5367187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.25276110601262, tolerance: 1.52068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.734777826013055, tolerance: 1.97632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.359650299460125, tolerance: 1.5821387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.84268655411649, tolerance: 1.68844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.724148857378378, tolerance: 1.7503187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.52677850991435, tolerance: 1.2567949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.01646864059939, tolerance: 1.429275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.16343388012686, tolerance: 1.2798387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.46028840669156, tolerance: 1.5674487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.440515461386042, tolerance: 2.0613987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.61650397044592, tolerance: 1.5996887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.016297580406658, tolerance: 1.57158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.213393097665605, tolerance: 1.51073875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.804198922743925, tolerance: 1.70214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.25515476779615, tolerance: 1.4089950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.620130769875487, tolerance: 1.4707949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.766222977163263, tolerance: 1.518155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.64716429531408, tolerance: 1.91488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.587839515814125, tolerance: 1.3221550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.969431065054838, tolerance: 2.09798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.32613601500373, tolerance: 1.9882887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.03713161621053, tolerance: 1.6618387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.627908131471177, tolerance: 1.5707187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.905495771738522, tolerance: 1.6866750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.98754158761305, tolerance: 1.7407949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.09281572567614, tolerance: 1.785355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.77436589433698, tolerance: 1.70783875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.687320510934267, tolerance: 1.91641875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.284400487782293, tolerance: 1.7510200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.673214392439906, tolerance: 1.8254987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.86183963765297, tolerance: 1.8336200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.660739140583516, tolerance: 1.42194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.012334030073102, tolerance: 1.762075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.496078227201199, tolerance: 1.67011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.805955458487364, tolerance: 1.53608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.78416372615421, tolerance: 1.4053
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.974516487526861, tolerance: 1.43398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.497197229032565, tolerance: 1.6727549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.471327034298497, tolerance: 1.89156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.74109035697967, tolerance: 2.3243549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.744004682077268, tolerance: 1.63428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.736496735162994, tolerance: 1.87313875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.02414703633794, tolerance: 1.69726875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.439608224015473, tolerance: 1.58348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.781303316072773, tolerance: 1.68773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.047040877150714, tolerance: 1.8243949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.34751014088698, tolerance: 1.49033875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.82250151586635, tolerance: 1.35801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.75153913087267, tolerance: 1.61358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.066452759902866, tolerance: 1.6461550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.836032183410502, tolerance: 1.70641875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.59409161191402, tolerance: 1.755755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.738454599099878, tolerance: 1.47608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.112703467666464, tolerance: 1.6385799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.911877084352497, tolerance: 1.90179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.04067536371984, tolerance: 1.89099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.873887919680215, tolerance: 1.7378887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.591448123305035, tolerance: 1.7356887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.594627187296293, tolerance: 1.687355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.215165465041736, tolerance: 1.9390887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.258451444380384, tolerance: 1.6260750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.704611832519056, tolerance: 1.8765887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.118570585300859, tolerance: 1.7185387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.171046894097046, tolerance: 1.73298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.477442002376385, tolerance: 2.1271950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.60933344571982, tolerance: 2.1124487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.06903816870212, tolerance: 2.1249987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.50404507449565, tolerance: 2.2294800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.657915762999973, tolerance: 2.2897800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.611907091489137, tolerance: 2.23259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.94002206864989, tolerance: 1.8882687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.389549784721915, tolerance: 1.77748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.96483816712179, tolerance: 1.9733199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.148001915644365, tolerance: 1.8826687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.716963011639805, tolerance: 2.5099
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.632848435121206, tolerance: 2.24182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.62967832117811, tolerance: 1.56798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.326441334317288, tolerance: 1.7866887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.48514177734785, tolerance: 2.18788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.273256297503066, tolerance: 1.6952200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.72833866319712, tolerance: 1.63543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.3301747535687, tolerance: 1.9299387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.136223049197667, tolerance: 1.599155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.208398576601965, tolerance: 2.100355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.180547368610913, tolerance: 1.8993887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.536786758988935, tolerance: 2.129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.35095035591805, tolerance: 1.6785199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.385925817838592, tolerance: 2.11188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00314346375496, tolerance: 1.7171200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.79275954346098, tolerance: 2.19672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.95621754811472, tolerance: 1.85821875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.953740824227722, tolerance: 1.6352187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.93688979289015, tolerance: 1.425195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.922973515660427, tolerance: 2.2301949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.55330427631462, tolerance: 2.2447950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.99057574000557, tolerance: 1.46194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.96171921066726, tolerance: 1.8705387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.854261591694943, tolerance: 1.9055949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.30152559788211, tolerance: 1.4320387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.28150529671191, tolerance: 2.22202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.554762887527275, tolerance: 1.7338200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.3455026804812, tolerance: 1.7571
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.840185664230201, tolerance: 1.5617387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.785769983702345, tolerance: 1.7533987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.46792324493044, tolerance: 1.5332687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.022236016735917, tolerance: 1.9805000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.009330375212517, tolerance: 1.8832887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.086618585931184, tolerance: 2.1810387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.461988919002927, tolerance: 2.19079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.129708011217843, tolerance: 1.36364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.494041530510216, tolerance: 2.2507800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.511145525216474, tolerance: 2.13168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.934122348303436, tolerance: 2.03379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.19633046254262, tolerance: 1.57742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.341039216515696, tolerance: 1.901555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.62407305577079, tolerance: 1.8485550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.174978544219336, tolerance: 2.00763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.376723929193105, tolerance: 1.7383950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.17973700808051, tolerance: 2.216555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.92578891008881, tolerance: 1.9671387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.690167434967794, tolerance: 2.1775487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.698481006552555, tolerance: 1.396355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.898022507763187, tolerance: 2.01973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.509288472360836, tolerance: 1.847355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.13274310531726, tolerance: 2.2933387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.30065243123414, tolerance: 1.808355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.22126718366414, tolerance: 1.59369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.958481480362206, tolerance: 1.9418187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21580560050962, tolerance: 1.3670887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.130070225859843, tolerance: 1.8576750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.12154372911259, tolerance: 2.2647387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.990004169795874, tolerance: 1.95094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.421075864591693, tolerance: 1.7258987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.366393167914715, tolerance: 1.6859949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.627867233780144, tolerance: 1.7489949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.43786025664197, tolerance: 2.12433875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.041958209787477, tolerance: 1.9571
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.204569940669593, tolerance: 1.98239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.60814783849579, tolerance: 1.7958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.19240092839352, tolerance: 1.9329687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.243791355421436, tolerance: 2.10058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.256186678221034, tolerance: 2.475395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.348321061614, tolerance: 1.80816875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.147298444992394, tolerance: 1.7329
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.527076849017618, tolerance: 2.46752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.926230776480605, tolerance: 1.8391000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.107544296476627, tolerance: 2.09152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.224544536461785, tolerance: 1.76233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.676227105743557, tolerance: 1.54854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.58388018947711, tolerance: 1.8149887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.218265599694114, tolerance: 1.622355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.22404836015722, tolerance: 2.13861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.08435986266699, tolerance: 1.74423875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.27726329301681, tolerance: 2.18253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.396304990611082, tolerance: 1.7387949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.30537468545389, tolerance: 1.6990200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.947249950879787, tolerance: 1.52013875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.32033922695178, tolerance: 1.9919200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.041171419395976, tolerance: 1.7402000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.966495274509114, tolerance: 1.8518000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.843039585042693, tolerance: 1.9211200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.42435999950808, tolerance: 1.9465887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.774190894079148, tolerance: 1.64994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.548559596109758, tolerance: 2.42878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.439997278810736, tolerance: 1.974755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.302168246468016, tolerance: 1.4590987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.928780006202743, tolerance: 1.4414387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.365346536528044, tolerance: 1.71449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.053546727129262, tolerance: 1.9459487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.1083356511408, tolerance: 1.6806799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.942374119653863, tolerance: 1.568755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.189678890771923, tolerance: 1.5229949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.062141047011487, tolerance: 1.6970750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.698205146690455, tolerance: 1.7010799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.30612590560806, tolerance: 1.7735387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.902019872043823, tolerance: 1.6371200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6020869597644, tolerance: 1.84458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.36692865793665, tolerance: 1.7181949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.75313434743819, tolerance: 1.92294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.59281086525697, tolerance: 1.61509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.72064017365608, tolerance: 1.7766799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.944591330554974, tolerance: 1.816275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.836076787077758, tolerance: 1.6677949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.23283333111058, tolerance: 1.76656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.924451228574998, tolerance: 1.63028875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.286415605057558, tolerance: 1.8330987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.972455727512127, tolerance: 1.66424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.8911092806019, tolerance: 2.1669800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.20440354160816, tolerance: 2.228555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.586429207480343, tolerance: 2.01989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.063415974622032, tolerance: 1.749195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.700669739309216, tolerance: 1.8321950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.609792958570537, tolerance: 1.53302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.738967170423233, tolerance: 1.656755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.935372086185726, tolerance: 2.2509949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.89272699372972, tolerance: 1.4325687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.249831402197863, tolerance: 1.64879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.438603026464328, tolerance: 1.45101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.093209348804065, tolerance: 1.79043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.689830826478403, tolerance: 1.6895187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.255151484851353, tolerance: 2.06966875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.29134649136904, tolerance: 1.9395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.346517823393963, tolerance: 1.7811949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.569969493397043, tolerance: 1.90519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.72674531290843, tolerance: 1.487755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.378037803400694, tolerance: 1.540555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.686226552651995, tolerance: 2.11123875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.754513999749804, tolerance: 1.8724200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95915170241292, tolerance: 2.12598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.980578468324946, tolerance: 1.9553550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.556353199979288, tolerance: 1.7003487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.34128669340952, tolerance: 1.8851487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.25664684586976, tolerance: 1.9110387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40272114833541, tolerance: 1.4703950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.09652955662027, tolerance: 1.7246200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.886478175572897, tolerance: 2.171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.293832496521226, tolerance: 1.3787550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.845292107970856, tolerance: 1.9394387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.18250461707592, tolerance: 1.24954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.43326518672884, tolerance: 1.8379200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.124310311216966, tolerance: 1.86168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.476553540353517, tolerance: 2.10836875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.878661738704547, tolerance: 2.06964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.84668000707615, tolerance: 2.17714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.037948124997435, tolerance: 1.9237550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.28632498355895, tolerance: 1.89268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.746015675658544, tolerance: 1.56929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.027964063870158, tolerance: 1.35658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.970845427020064, tolerance: 1.718555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.227139721621434, tolerance: 2.07786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.111647077850684, tolerance: 1.7025387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.341353648008372, tolerance: 1.7785549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.057465080611756, tolerance: 1.9352387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.23964864901049, tolerance: 1.8307550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.670177182310695, tolerance: 2.082395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.383862616021847, tolerance: 2.0103987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.430596627133237, tolerance: 1.5220799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46564715751091, tolerance: 1.4569387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.316007694727677, tolerance: 1.5555549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.394562945091195, tolerance: 1.385355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.910089603296115, tolerance: 1.4750200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.515768744250966, tolerance: 1.87384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.04314248542212, tolerance: 1.26644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.563943539191108, tolerance: 1.89543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.58212962042033, tolerance: 2.04776875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.226911747817184, tolerance: 1.47249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.951675865622406, tolerance: 1.624955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.27091202345969, tolerance: 1.6849387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.00959247480034, tolerance: 1.6648200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.674239042869882, tolerance: 1.8750887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.559845834570474, tolerance: 1.8285550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.077055457434433, tolerance: 1.6045387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.235370896051702, tolerance: 1.94402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.249558280229483, tolerance: 2.40468875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.033039561174707, tolerance: 2.11254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.53875247314638, tolerance: 1.9356887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.575922511038485, tolerance: 1.92149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.409186890743864, tolerance: 1.97569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.528752639316263, tolerance: 1.7454687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.847235131583343, tolerance: 2.1263187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.8781493905198, tolerance: 1.5251949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.656101151804855, tolerance: 1.54524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.62408129221331, tolerance: 1.7734987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.609777071760645, tolerance: 1.35164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.53834929771716, tolerance: 1.7315949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.733869670704497, tolerance: 1.98084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.21452767695647, tolerance: 1.9867949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.53266733340798, tolerance: 1.66658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.62349400407779, tolerance: 1.90578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.94253127401339, tolerance: 1.802475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.117533489512073, tolerance: 1.5724387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.479074895714515, tolerance: 1.7685950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.620829110479086, tolerance: 1.9793199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.842690717531205, tolerance: 1.55492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.386579464522697, tolerance: 1.58108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.016749183077446, tolerance: 1.9697200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.498754140420974, tolerance: 1.7771949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.357923222919784, tolerance: 1.80654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.98361728466778, tolerance: 1.7709550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.433716656844993, tolerance: 1.8790387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.214172726559546, tolerance: 1.7161987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.882340334855062, tolerance: 1.55629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.020264780664867, tolerance: 1.9656799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.53276773931497, tolerance: 1.74311875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.19548795946433, tolerance: 1.9330387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.96172791399168, tolerance: 1.28124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.759730469784554, tolerance: 1.675275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.02202874057868, tolerance: 1.50518875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.761939837874213, tolerance: 2.22574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.921892563985715, tolerance: 1.9089949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.9368456319615, tolerance: 1.9692387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.231808511812414, tolerance: 1.18038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.599332432411202, tolerance: 1.651155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.59149445648022, tolerance: 2.1518487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.20709811670228, tolerance: 1.8710387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.835987638663255, tolerance: 1.71192
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.677623053181396, tolerance: 1.7253687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.672281140156016, tolerance: 2.2081887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.326880469543678, tolerance: 1.91608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.08793670521188, tolerance: 1.6923949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.09013095480644, tolerance: 1.7055887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.454027764867224, tolerance: 1.9349549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.84113751051695, tolerance: 2.1769800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.011066263432262, tolerance: 2.14144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.507240170053148, tolerance: 1.84968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.314197433034806, tolerance: 1.71022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.41769355486247, tolerance: 1.77949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.518869238777242, tolerance: 1.75176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.89100438139233, tolerance: 1.9464750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.508089921235971, tolerance: 1.804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.023904781943298, tolerance: 1.7410387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.425344589613047, tolerance: 1.91786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.77754835788251, tolerance: 1.7290487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.26349332622266, tolerance: 1.87362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.959591755819854, tolerance: 2.272195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.079835581819797, tolerance: 1.33408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.152241378141802, tolerance: 1.86693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.258226067791004, tolerance: 1.79728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.18467837868459, tolerance: 2.0804487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.16024721983977, tolerance: 2.21378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.256459984588965, tolerance: 1.9823187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.77644709873006, tolerance: 1.4896200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.646332864177786, tolerance: 1.7976750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.39011378150634, tolerance: 2.07228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.70623312198047, tolerance: 1.78914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.27886140380807, tolerance: 2.1922200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.273987697809797, tolerance: 1.74324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46083404280758, tolerance: 1.67038875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.403694679751943, tolerance: 1.7339887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.857248134970135, tolerance: 1.517995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.642939783110087, tolerance: 1.4805549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.54578081472694, tolerance: 1.9630200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.65232207351531, tolerance: 1.54672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01030742651252, tolerance: 1.55803875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.877473093851005, tolerance: 1.7206387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.27491020302658, tolerance: 2.02851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.322523507351065, tolerance: 1.5899387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.366913845026318, tolerance: 2.0268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.85826874806313, tolerance: 1.6687949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.023428140684553, tolerance: 1.48558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.257911663538422, tolerance: 2.0616987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.529965064469565, tolerance: 2.08343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.811139655046837, tolerance: 1.55911875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.340213137888, tolerance: 1.58368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.441788342979766, tolerance: 2.09818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.335535179806982, tolerance: 1.8053199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.03991005848513, tolerance: 1.7874887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.164963020769065, tolerance: 1.9837199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.25974786843534, tolerance: 1.9383387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.18631058012471, tolerance: 1.8103387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.5744141217531, tolerance: 1.6595550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.267232634483065, tolerance: 1.75058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.96767606747649, tolerance: 2.0496000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.599964725824115, tolerance: 2.2004799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.324897857203958, tolerance: 1.86839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.892297797549865, tolerance: 1.6822387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.529220977145673, tolerance: 1.20393875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.923321587061803, tolerance: 2.3854387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.63426276206308, tolerance: 1.46798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.219266675543572, tolerance: 1.84056875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.308808607924252, tolerance: 1.87096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.308281919759033, tolerance: 2.388795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.861495003710473, tolerance: 1.86008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.157001262681426, tolerance: 2.0327949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.640090789192413, tolerance: 1.71434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.657846839575605, tolerance: 1.580355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.96831616359937, tolerance: 1.87628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.474969127460387, tolerance: 1.88001875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.549587977817612, tolerance: 2.1460987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.206767004218406, tolerance: 2.122795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.850843893532886, tolerance: 1.963675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.643268666359138, tolerance: 2.1625199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.380753542827634, tolerance: 2.3074799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.84945045753459, tolerance: 1.9403949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.25548347787023, tolerance: 1.9941550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.794868300384866, tolerance: 1.5635549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.53813775776844, tolerance: 2.14803875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.90357728983511, tolerance: 2.20631875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.903630734646345, tolerance: 1.90544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.732238506678378, tolerance: 1.964195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.344934531026503, tolerance: 2.50342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.24619307152802, tolerance: 1.736355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.95413116568828, tolerance: 1.9647549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.034008962732546, tolerance: 1.8242
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.484238766376148, tolerance: 2.1920200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.584611117595578, tolerance: 2.496875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.24629965076713, tolerance: 2.210355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.393945406036043, tolerance: 1.9013887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.771011693945505, tolerance: 1.9507687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.490921588185138, tolerance: 1.9303549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.932107693487147, tolerance: 2.1357549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.230181413195425, tolerance: 1.5325550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.45696256695237, tolerance: 2.09983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.79075116305235, tolerance: 1.66158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.600179476653203, tolerance: 2.2659687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.510336071200058, tolerance: 2.3587949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.557326219647376, tolerance: 2.03744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.407669456253394, tolerance: 2.59104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.63244742801828, tolerance: 2.0578487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.566993378584705, tolerance: 2.1671800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.476510281930057, tolerance: 1.7552387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.692452783514609, tolerance: 2.003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.74284889459339, tolerance: 2.406955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.08463388841675, tolerance: 2.1899949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.128355636936845, tolerance: 1.9216799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.76317210189323, tolerance: 1.966355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.028144420055824, tolerance: 2.3707987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.706960944163566, tolerance: 2.3510799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.956261747990922, tolerance: 2.08618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.97816796413253, tolerance: 1.96766875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.110430523362652, tolerance: 1.93012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.029539763322262, tolerance: 2.16932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.505742050041448, tolerance: 2.19153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.385302699814183, tolerance: 2.1787949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.508971528519734, tolerance: 1.6963949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.375252231962097, tolerance: 2.095355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.058825312352944, tolerance: 2.1252387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.14198466116106, tolerance: 2.28662
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.611534982792882, tolerance: 2.7055949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.87576922899686, tolerance: 2.11748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.390822455322507, tolerance: 1.723155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.45237242720985, tolerance: 1.9013987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.38296799229595, tolerance: 2.27689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.954612710713615, tolerance: 1.9041949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.94586698429405, tolerance: 2.2181949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.997696541853234, tolerance: 2.24071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.913304933694043, tolerance: 1.82174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.20374348998713, tolerance: 2.081675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.75207632013681, tolerance: 1.96704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.136024894665276, tolerance: 2.0137487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.44816909891572, tolerance: 2.01916875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.517620366909558, tolerance: 2.07874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.32180462641228, tolerance: 1.8813887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.97390976505772, tolerance: 1.46268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.903264251786553, tolerance: 2.11732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.680154907074025, tolerance: 2.40908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.564925268224027, tolerance: 2.2537987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.2148522903046, tolerance: 2.0267387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.187730643740718, tolerance: 1.66521875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.260194199341186, tolerance: 2.14072
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.72386623682534, tolerance: 2.47043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.48924363154231, tolerance: 2.6508200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.418273637504797, tolerance: 2.21352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.15031251375048, tolerance: 1.5842887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.618462262007984, tolerance: 1.787755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49982693382147, tolerance: 1.8417687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.313583448788368, tolerance: 2.25732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.542109408007065, tolerance: 2.04254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.02745412443013, tolerance: 2.158995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.737475022984434, tolerance: 2.26158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.445120699340418, tolerance: 1.756355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.479450859073353, tolerance: 2.4315487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.27377711729867, tolerance: 2.25346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.153801179829312, tolerance: 1.272
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.77102280288095, tolerance: 2.1608887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.190460010525584, tolerance: 1.77813875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.559315003085672, tolerance: 1.84168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.664408161839827, tolerance: 2.3068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.667471319746966, tolerance: 1.7010387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.714658916275294, tolerance: 1.9745487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.728272337784645, tolerance: 2.00594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.712123205180045, tolerance: 1.9812200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.683719175764773, tolerance: 1.61489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.301424026404707, tolerance: 1.63119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.933338652415014, tolerance: 1.78709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.798811345974716, tolerance: 2.06578875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.57067793355002, tolerance: 1.6791949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.600159299327098, tolerance: 1.9732750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.16740279295383, tolerance: 1.95426875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.272279899028245, tolerance: 2.050755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.176954313630983, tolerance: 2.0265950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.859606038329915, tolerance: 1.55358875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.39334487438549, tolerance: 1.98059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.975980180389712, tolerance: 1.93378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.13412928169729, tolerance: 2.48608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.732906001661018, tolerance: 1.9149800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.334476032893797, tolerance: 1.72196875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.52369907206441, tolerance: 2.2990387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.8306370242139, tolerance: 1.7359950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.196921057911325, tolerance: 2.3600887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.260500093818905, tolerance: 1.95638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.22367076258844, tolerance: 1.8403887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.388412645976764, tolerance: 1.68431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.58079702592283, tolerance: 1.5376200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.710417438551723, tolerance: 1.69448875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.22831231111095, tolerance: 1.6297550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.044249583274507, tolerance: 2.14692
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.649535139952548, tolerance: 1.4914487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.289187415238317, tolerance: 1.7371387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.10766168317172, tolerance: 1.43923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.956515142045172, tolerance: 1.79929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.956657681825735, tolerance: 1.75799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.930306728461026, tolerance: 1.8710187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.255735761388543, tolerance: 2.00983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.0859674299172, tolerance: 1.853075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.316517778243778, tolerance: 1.8390387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.180409781282236, tolerance: 1.7322887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.598699730566274, tolerance: 2.133
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.851043384238263, tolerance: 1.5527487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.899248830710953, tolerance: 1.8402200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.03800464763094, tolerance: 2.27502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.781223520660305, tolerance: 1.77694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.17256796380631, tolerance: 1.72638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.66102798981155, tolerance: 1.69634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.9551611324676, tolerance: 2.1587199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.925787707460298, tolerance: 2.017795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.609331425817956, tolerance: 2.2261987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.54874179775932, tolerance: 1.7053949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.233050487494737, tolerance: 1.579555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.741836581452333, tolerance: 1.80139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.246881900642247, tolerance: 1.6988387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.938963806920498, tolerance: 2.0574887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.08474796797866, tolerance: 2.01429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.74000982950395, tolerance: 2.2136487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.540363388434557, tolerance: 1.9920200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.925453448106468, tolerance: 1.6810887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.66980886038931, tolerance: 1.71756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.71277757937346, tolerance: 1.6263987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.527440656147782, tolerance: 1.9040800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.18023655953297, tolerance: 1.8682887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.69460124116239, tolerance: 2.01174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.59538404859303, tolerance: 1.6920987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.595160609685102, tolerance: 1.6475000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.365845042943658, tolerance: 1.6749950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.501929028195029, tolerance: 1.6527887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.507292262500785, tolerance: 1.6082200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.715717041828892, tolerance: 1.881555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.987951631430523, tolerance: 1.7297
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.832437686114478, tolerance: 1.756475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.072101460740342, tolerance: 1.48046875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.352275850616678, tolerance: 2.26348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.87542696839656, tolerance: 1.69419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.352768984806378, tolerance: 1.506555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.903430714757846, tolerance: 1.6920887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.325524543146912, tolerance: 1.9403387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.965525267642676, tolerance: 1.52569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.47751853004781, tolerance: 1.720355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.469852075655275, tolerance: 2.1714
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.75602085893038, tolerance: 2.0195387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.77105634336462, tolerance: 1.78269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.492575128687854, tolerance: 1.416355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.503412356111188, tolerance: 2.1825949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.75715554400964, tolerance: 2.0161687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.148228901170953, tolerance: 2.05418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.045440193249824, tolerance: 2.0993550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.793352545114846, tolerance: 1.7534387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.968200913747502, tolerance: 1.7893200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.904329097687828, tolerance: 1.49674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.387506080853484, tolerance: 2.1885887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.979100677729537, tolerance: 2.021155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.095922510954296, tolerance: 2.05493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56099580520482, tolerance: 1.5066987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.047239886743565, tolerance: 1.85021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.645795292554062, tolerance: 1.93392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.114505217930365, tolerance: 2.099995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.478307010369814, tolerance: 2.2889
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.839511881804718, tolerance: 2.0115799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.045008760347727, tolerance: 2.2258887500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.319834628325395, tolerance: 2.21604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.43108526937544, tolerance: 2.24028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.8253667732329, tolerance: 1.96359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.832689931705247, tolerance: 2.702555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.617403199905993, tolerance: 2.28048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.860838434423258, tolerance: 1.74919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.856295592771517, tolerance: 1.962075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.502694471638783, tolerance: 1.9473887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.898530005155642, tolerance: 2.2784987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.42803458332338, tolerance: 1.99214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.63610445834612, tolerance: 2.26016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.148239775769493, tolerance: 1.9795887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.929627424973052, tolerance: 2.4497549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.150024825234766, tolerance: 1.8522387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.72205083239368, tolerance: 2.30928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.177308355186508, tolerance: 1.5328187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.128910282446778, tolerance: 1.9979800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.482603496466027, tolerance: 1.7401487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.54271651026668, tolerance: 1.81654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.132388534546216, tolerance: 1.8590887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.579415953903045, tolerance: 2.53132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.945051705970656, tolerance: 2.14756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.012998598431885, tolerance: 2.04582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.853772753817378, tolerance: 2.0325887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.285972068428126, tolerance: 2.004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.25358055800019, tolerance: 2.0771687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.78355903361357, tolerance: 1.56838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.132420400935914, tolerance: 2.4637949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.495596855935645, tolerance: 2.10898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.60392452879307, tolerance: 1.8174387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.529051686867177, tolerance: 2.50771875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.933273411777773, tolerance: 2.57734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.59729750243053, tolerance: 2.5281487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.58000423008291, tolerance: 2.28674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.857873559052624, tolerance: 2.00059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46676516351861, tolerance: 2.00898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.281569694503343, tolerance: 2.4766887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.748039607857596, tolerance: 1.98648875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.826073213120736, tolerance: 1.9720799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.740966912521912, tolerance: 1.6555187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.04182922833297, tolerance: 2.049675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.988781234353198, tolerance: 2.07289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.74573179174618, tolerance: 1.9157950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.813671331234865, tolerance: 2.45578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.37740157198648, tolerance: 2.1117987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.264276380759675, tolerance: 2.0049949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.760084548540675, tolerance: 1.575155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.74959907465756, tolerance: 1.9275387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02876702618105, tolerance: 1.73478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.729035635714784, tolerance: 2.20823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.45286285610222, tolerance: 2.18253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.630805835081105, tolerance: 2.116595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.664717255678156, tolerance: 1.6482800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.253711878307296, tolerance: 1.98803875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.078366176546105, tolerance: 2.33721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.469675581981125, tolerance: 1.9387887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.580335003330315, tolerance: 2.1203800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.25082272882416, tolerance: 2.5800987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.4962620651683, tolerance: 2.10356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.60322224702929, tolerance: 1.8621987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.72676185752456, tolerance: 2.25066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.968803469441134, tolerance: 1.98694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.650288639246384, tolerance: 2.04772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.555850640522966, tolerance: 1.64984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.0647968271187, tolerance: 1.8139949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.24483375393457, tolerance: 1.936555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.617927678504454, tolerance: 2.31512
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.363457134754633, tolerance: 1.8049800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.960407322603267, tolerance: 1.8847200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.50767029742338, tolerance: 1.65319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.248259444083317, tolerance: 1.84942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.525582152040666, tolerance: 2.1355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.200760007148617, tolerance: 1.72348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.27688944615532, tolerance: 2.07398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.313406190214913, tolerance: 2.2284
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.257803258870887, tolerance: 2.263595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.805157575028147, tolerance: 2.37786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.128373015191453, tolerance: 1.7737687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.24346355751061, tolerance: 1.8687550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.917408171769207, tolerance: 2.139395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.960955595183364, tolerance: 2.172195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.87507154280145, tolerance: 2.05342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.879444088260563, tolerance: 2.5467199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.67806443956789, tolerance: 1.6620387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.646083787486454, tolerance: 2.14522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.049631649232158, tolerance: 2.2205199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.601532890052738, tolerance: 2.34452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.03874851074456, tolerance: 2.11098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.624606721781934, tolerance: 1.7891887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.37633221201501, tolerance: 2.09854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.61230512730583, tolerance: 1.6419987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.695947944781174, tolerance: 1.707875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.684557470436438, tolerance: 1.7451949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.4594536041867, tolerance: 2.19088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.054952449587407, tolerance: 2.4323487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.039232483447854, tolerance: 1.72786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.86154253648873, tolerance: 1.77691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.683057256394484, tolerance: 1.63224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61394643221968, tolerance: 1.437795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.217181727482124, tolerance: 2.0989487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.29843636332474, tolerance: 2.07661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.692802072431007, tolerance: 1.72929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.253966208391255, tolerance: 1.3418200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.771103160042678, tolerance: 1.4154200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.62114118364419, tolerance: 1.72161875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.568116241929605, tolerance: 2.116955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.183682378806882, tolerance: 1.9104
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.70637255975664, tolerance: 1.6193949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.14815290971146, tolerance: 2.06514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.013376300959195, tolerance: 1.6785
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.277771354136696, tolerance: 1.8270387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.19701783302431, tolerance: 2.21349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.411359194883918, tolerance: 1.7174
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.361578916510638, tolerance: 1.9314487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.782607308122717, tolerance: 1.63478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.365209406997625, tolerance: 1.64323875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.14561048656291, tolerance: 1.7509949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.070833420426254, tolerance: 2.260595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.88302929026547, tolerance: 2.1377949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.29487608676821, tolerance: 1.6400687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.111491246849978, tolerance: 1.5550387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.262996902989645, tolerance: 1.7652750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.7990633250236, tolerance: 1.4818200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.48856390893311, tolerance: 1.57818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.44854865554275, tolerance: 2.287275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.292181768989451, tolerance: 1.58704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.816279943134266, tolerance: 1.88051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.762230520736981, tolerance: 1.58439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.71376442735482, tolerance: 1.66914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.799604126847353, tolerance: 1.74951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.734446210885086, tolerance: 1.6664987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.482667832931032, tolerance: 1.57231875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.137227852744715, tolerance: 2.07896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.539704374673818, tolerance: 1.6857950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.360105219743897, tolerance: 2.14056875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.2006852623643, tolerance: 1.3723550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.574566260583463, tolerance: 1.75154875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.014867911736633, tolerance: 1.4243949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.78211264202183, tolerance: 2.39146875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.597923435138377, tolerance: 1.953875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.054571666639063, tolerance: 1.6851949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.077796737634902, tolerance: 1.4602000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.39785672326613, tolerance: 1.89346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.032449316271368, tolerance: 2.3519187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.493604559621865, tolerance: 1.9175949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.900870684870316, tolerance: 1.91526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.56179872499337, tolerance: 2.11806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00909143156734, tolerance: 1.83588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.641840629992554, tolerance: 1.8824200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.067168678437618, tolerance: 1.51003875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.416331583067267, tolerance: 1.59846875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.363128642871533, tolerance: 1.7746987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.407729742105946, tolerance: 1.50558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.315932879530582, tolerance: 2.25818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.753030637293786, tolerance: 1.54313875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.334591453274193, tolerance: 1.55218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.775813369819073, tolerance: 1.72748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.16778042036845, tolerance: 1.53262
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.0250882374772, tolerance: 1.45093875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.654374784663585, tolerance: 1.93828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.838878713004249, tolerance: 1.592395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.88476151818919, tolerance: 1.5338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.52464266512618, tolerance: 1.71701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.579298412140865, tolerance: 1.3802200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.28159376036823, tolerance: 2.27559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.81429655447335, tolerance: 1.6230200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.992031157951317, tolerance: 1.8033549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.781676781488283, tolerance: 2.04624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.530684546703096, tolerance: 1.4569387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.185083813796915, tolerance: 1.3528887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.21602834181374, tolerance: 1.7540187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.503788872677568, tolerance: 1.644755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.35195281766595, tolerance: 1.71508875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.850364018475624, tolerance: 1.61561875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.007682664630863, tolerance: 1.9265
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.503399916737195, tolerance: 1.7831387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.27465370893148, tolerance: 1.9051550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.58617743690787, tolerance: 1.8055387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.94800982580252, tolerance: 1.3666
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.066634140274056, tolerance: 1.6079949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.181746526973868, tolerance: 1.91619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.500734728276885, tolerance: 1.88693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.393994082324742, tolerance: 1.79128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.99845759412663, tolerance: 1.820155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.654369242886908, tolerance: 1.8911550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.970483171826569, tolerance: 1.71038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.798189269732905, tolerance: 1.8426887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.525752934362448, tolerance: 1.9690687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.85315605445374, tolerance: 1.9643549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.78538576983353, tolerance: 1.53169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.09872590101129, tolerance: 1.8253387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.973427764282608, tolerance: 1.613475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.37583076545733, tolerance: 1.859395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.829881366486696, tolerance: 2.28429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.70861455793911, tolerance: 1.7033949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.751391195360927, tolerance: 2.2401549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.764014355110216, tolerance: 1.835155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.484330183392398, tolerance: 1.36459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.889825751680803, tolerance: 1.78424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.09498407902858, tolerance: 1.4267949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.036093756229373, tolerance: 1.9708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.15352725144413, tolerance: 2.0182687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.38005558359363, tolerance: 1.6108487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.022525290579296, tolerance: 1.8300387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.6829637089354, tolerance: 1.521595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.174723008856805, tolerance: 2.16498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.062725472057522, tolerance: 1.61719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.406749802423043, tolerance: 1.84548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.42858542172036, tolerance: 1.8720987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.468775701680343, tolerance: 1.7543000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.779654280099617, tolerance: 1.537875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.173597195158006, tolerance: 1.2639200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.731162973847407, tolerance: 1.94339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.52425365198345, tolerance: 1.73721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.05694427976006, tolerance: 1.8119887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.263371888094802, tolerance: 1.8965550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.803205416527923, tolerance: 2.1503487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.72512101802678, tolerance: 1.77038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.34103424003421, tolerance: 1.84922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.151835912668478, tolerance: 1.43226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.58626324765949, tolerance: 1.9418887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.44935575679162, tolerance: 1.5269949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.114329658382552, tolerance: 1.7931387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.95425955960527, tolerance: 1.9036487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.967012625248607, tolerance: 1.76991875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.68979495221036, tolerance: 1.7783200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.701753754264114, tolerance: 1.7719387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.937837437289684, tolerance: 1.5196887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.46984713536187, tolerance: 1.6157949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.17069843004985, tolerance: 1.69368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.07500780596949, tolerance: 1.71894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.274638365636886, tolerance: 1.9723550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.20549507453606, tolerance: 1.77989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.956172457180237, tolerance: 1.57683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.488744289297387, tolerance: 1.4872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.98971639945358, tolerance: 1.6501800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.644105565003649, tolerance: 1.671955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.780915549340357, tolerance: 2.0527949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.787719994423455, tolerance: 2.2279487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61690159322014, tolerance: 1.76888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.458633809072085, tolerance: 1.24658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.296949732407708, tolerance: 1.99561875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.222721133862695, tolerance: 1.8219887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.855250215517225, tolerance: 1.7765949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.280807798682122, tolerance: 1.7435949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.790021703951485, tolerance: 1.6746200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.76064950041831, tolerance: 1.66408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.47775826911707, tolerance: 1.71589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.309341996441884, tolerance: 1.8144
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.705421551917553, tolerance: 1.9809387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.983462693642956, tolerance: 1.8016687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.81746089564598, tolerance: 1.62481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.507624301275648, tolerance: 1.7145949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.763425592346323, tolerance: 2.1021549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.630080852071629, tolerance: 1.653755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.675801731162345, tolerance: 1.7566799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.93309787803644, tolerance: 1.51268875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.347383002444207, tolerance: 2.07926875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.62174725311059, tolerance: 2.29824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.74306062550804, tolerance: 2.255395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.270728267256453, tolerance: 1.380795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.36239975528315, tolerance: 1.8173949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.071034813186948, tolerance: 1.74186875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.939630801169084, tolerance: 1.416155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.855433268579418, tolerance: 1.8633487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.080476688445003, tolerance: 1.68784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.561523728493647, tolerance: 1.32916875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.228670418597986, tolerance: 1.91028875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.470981320910845, tolerance: 1.4260387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.340603868229568, tolerance: 1.76414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.553654527244824, tolerance: 2.09778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.958330289605122, tolerance: 1.840555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.44104877139384, tolerance: 1.74738875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.397125847662085, tolerance: 1.68509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.424190942840774, tolerance: 1.8323949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.710267853353049, tolerance: 1.8683687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.459019702351334, tolerance: 2.1721549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.97178915535912, tolerance: 2.18938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46295776567091, tolerance: 1.42701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.962615635315686, tolerance: 1.52502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.796033154473637, tolerance: 1.90349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.525006841419657, tolerance: 1.52102
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.35961235619578, tolerance: 2.34823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.85424096216419, tolerance: 1.9186987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.33500022778105, tolerance: 1.57053875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.253693061819952, tolerance: 1.5249550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.86755929382531, tolerance: 1.841075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.91640331965442, tolerance: 1.81509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.707620535562526, tolerance: 1.5598387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.138199704212788, tolerance: 1.87958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.48602331181971, tolerance: 1.9514187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.898393854036964, tolerance: 1.8428200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.547330638542594, tolerance: 1.470995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.783676421238773, tolerance: 1.7384000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.897784467998573, tolerance: 1.55551875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.485742032844, tolerance: 1.284995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.199540087342612, tolerance: 1.40014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.41828264300665, tolerance: 1.3130000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.54276475775923, tolerance: 1.446755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.990885180182147, tolerance: 1.7260887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.6296784640168, tolerance: 1.318755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.494187413959903, tolerance: 1.7532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.487579522605149, tolerance: 1.537795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.493865310844686, tolerance: 1.78149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.9420714250267, tolerance: 2.08479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.94478747252916, tolerance: 2.02946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.50827320733449, tolerance: 1.5974887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.336560907958294, tolerance: 2.4614487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.61349701390711, tolerance: 1.7459200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.315671727228803, tolerance: 1.6285950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.413895829306004, tolerance: 1.790155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.754196268573487, tolerance: 1.70121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.51692149504818, tolerance: 1.5971887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.39085990430148, tolerance: 1.8770200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.90177434580288, tolerance: 1.77369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.170523420382509, tolerance: 1.463555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.90746266361753, tolerance: 1.7973550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.519031932350636, tolerance: 1.7719987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.819116149771844, tolerance: 2.13469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.420355098901055, tolerance: 1.7047387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.26840047438077, tolerance: 1.7839949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.806324684796923, tolerance: 1.7289887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.341721828885554, tolerance: 1.77848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.211611823491463, tolerance: 1.9942887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.09599426352515, tolerance: 1.7434200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.432258470923145, tolerance: 1.42868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.903300421361928, tolerance: 1.3532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.32889508312246, tolerance: 1.7079987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.510687565256706, tolerance: 1.8416200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.433360218720441, tolerance: 1.52026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.592014442863974, tolerance: 1.7118487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.5707848641163, tolerance: 1.254395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.4156028433326, tolerance: 1.62743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.165221145733307, tolerance: 1.78014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.443528190885804, tolerance: 1.45959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.93221206085241, tolerance: 1.6302750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.272758404746224, tolerance: 1.579795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.8591136609582, tolerance: 1.7303000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.89046900022057, tolerance: 1.603275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.68144232334396, tolerance: 1.8054750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.065765810499403, tolerance: 1.77939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.990976760067973, tolerance: 1.3068887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.109990105696895, tolerance: 1.76282
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.10185300758581, tolerance: 1.4934687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.996609511696116, tolerance: 1.5289800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.2211236835115, tolerance: 2.12168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.97067467437612, tolerance: 1.7883949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.298973144754314, tolerance: 1.6326
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.682902662344244, tolerance: 1.612155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.080157929760443, tolerance: 1.7400487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.634585638390295, tolerance: 1.23759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.250463038138072, tolerance: 1.87512
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08441760487163, tolerance: 1.64159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.314702355611477, tolerance: 1.38478875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.571900992698524, tolerance: 1.58548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.01093255991342, tolerance: 1.602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.19757616248672, tolerance: 1.2895949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.35216530919924, tolerance: 2.409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.216794308511776, tolerance: 2.3197949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.652620886932349, tolerance: 1.9793687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.390247214901322, tolerance: 1.9023200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.464238530377227, tolerance: 1.9184887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.956481365031387, tolerance: 1.5754887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.29683368794262, tolerance: 2.1445950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.416679520333865, tolerance: 1.65328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.347302604631615, tolerance: 1.8507987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.687003126108294, tolerance: 1.9727887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.996082832203616, tolerance: 1.64491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.088160948332305, tolerance: 1.427355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.118316225819505, tolerance: 1.780155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.095472610305983, tolerance: 1.411795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.529261996960397, tolerance: 1.98778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.986713170851825, tolerance: 1.82679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.352165709474027, tolerance: 1.79348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.77530133435289, tolerance: 1.66239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.765177725801355, tolerance: 1.7469387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.993325538386514, tolerance: 1.79218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.65864562250095, tolerance: 2.012755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.637704130058745, tolerance: 1.8245187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.381775300818923, tolerance: 1.70153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.904039768301285, tolerance: 1.7048487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54360608726458, tolerance: 1.34779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.96912356699817, tolerance: 1.9830987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.1382408974385, tolerance: 1.8081949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.184648360268866, tolerance: 2.0609949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.089121078319158, tolerance: 1.989
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.074845262766523, tolerance: 1.8887199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.748927005205065, tolerance: 1.425155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.167814549720124, tolerance: 1.4734887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.48245608003571, tolerance: 1.79033875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.993387508713585, tolerance: 1.9682887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.537330459600376, tolerance: 1.717155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.224618385858243, tolerance: 1.73088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.733336123130925, tolerance: 1.8073000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.81135873493917, tolerance: 1.85063875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.99252134426197, tolerance: 1.6896187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.17741804589003, tolerance: 2.6580387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.704112129707894, tolerance: 1.82673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.34880715452116, tolerance: 1.8196387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.685568858521016, tolerance: 1.4280887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.78114330908287, tolerance: 1.99271875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.617955491857398, tolerance: 1.779955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.505209423717595, tolerance: 1.849475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.828002076987644, tolerance: 2.12984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.251198070514842, tolerance: 1.55539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.263178653881138, tolerance: 1.6557487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.360869552004143, tolerance: 1.7731949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.76205479182957, tolerance: 2.09622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.068013570986668, tolerance: 1.4638887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.95424937061982, tolerance: 2.105675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.139250732447273, tolerance: 1.84053875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.105090473085593, tolerance: 1.3076887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.160510089059068, tolerance: 2.06538875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.548524370691464, tolerance: 1.5824887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.026263038148457, tolerance: 2.0799550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.726645163648477, tolerance: 1.7435200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.1084305810137245, tolerance: 1.7252750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.931298099629723, tolerance: 1.8153887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.887968974366494, tolerance: 1.65948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.077100642347894, tolerance: 1.462755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.429779392557208, tolerance: 1.688075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.159860181967765, tolerance: 1.9797949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.237270845135736, tolerance: 2.0405949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.07404035745622, tolerance: 2.28781875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.034995450676146, tolerance: 1.4399487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.610634963117977, tolerance: 1.8076887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.341074018037148, tolerance: 1.53219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.51173174070333, tolerance: 1.9241887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.518784435951435, tolerance: 1.79413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.940665488072899, tolerance: 1.51309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.473824670248366, tolerance: 1.632555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.961951990667988, tolerance: 1.518795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.670000012394288, tolerance: 1.409795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.271401983026083, tolerance: 2.12432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.236534328651285, tolerance: 1.749755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.92645090914683, tolerance: 2.127555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.244142757016647, tolerance: 2.1917887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.949366989777864, tolerance: 2.1473387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.880172042985258, tolerance: 2.1271199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97362418173153, tolerance: 1.70828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.004035878388319, tolerance: 1.400595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.985878902773344, tolerance: 1.771555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.48353610850344, tolerance: 1.909
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.77976382024119, tolerance: 1.6351949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.357675248649665, tolerance: 1.8095987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.453423376136254, tolerance: 1.75889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.666377953467922, tolerance: 1.69228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.802215823322733, tolerance: 1.71921875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.362888292863765, tolerance: 1.72474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.764184866806115, tolerance: 1.40962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.812445132513343, tolerance: 2.4232750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.525018902737028, tolerance: 2.027595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.15550535548792, tolerance: 1.7086687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.31529277265992, tolerance: 2.0781549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.339457115913245, tolerance: 2.2873550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.840619246755, tolerance: 2.09518875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.101174282855748, tolerance: 1.6373887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.376831977719007, tolerance: 1.64438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.478756814591192, tolerance: 1.68366875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.297012090922138, tolerance: 1.8104200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.66363188311324, tolerance: 1.97928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.4270949941022, tolerance: 1.8665887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.302608415795905, tolerance: 1.944555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.60615764028158, tolerance: 1.8206799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.808871916491086, tolerance: 2.2369549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.107239365596525, tolerance: 1.8762200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.790658344405525, tolerance: 2.08764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.86974380600829, tolerance: 1.6766750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.072434235232684, tolerance: 1.66576875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.934781883826785, tolerance: 1.6015487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.87656362012109, tolerance: 1.78274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.21952154260323, tolerance: 2.07424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.24672339739939, tolerance: 1.63784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.631408608460251, tolerance: 1.524355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.506187529557607, tolerance: 1.86123875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.507481476622136, tolerance: 2.2454387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.356842331631185, tolerance: 2.30338875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.90246667639442, tolerance: 1.463595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.159789671469046, tolerance: 2.08103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.16035731531857, tolerance: 1.6939187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.2083677118598, tolerance: 1.571795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.84453359852789, tolerance: 1.5004000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.70267605717206, tolerance: 2.1780487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.65667580470686, tolerance: 1.8606987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.116645719774457, tolerance: 1.7997887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.98465797324795, tolerance: 1.8024187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.897844951650704, tolerance: 1.95416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.889085099049794, tolerance: 1.63556875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.504107081667467, tolerance: 1.8237549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86578154467825, tolerance: 1.639795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.048120900144577, tolerance: 1.4798887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.903499074427675, tolerance: 2.03784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.5627156050869, tolerance: 1.7319550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.373927639295534, tolerance: 1.7585487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.63362242238986, tolerance: 1.56253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.255439046143355, tolerance: 1.815195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.394441936056978, tolerance: 1.9597887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.329035034083176, tolerance: 2.14993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.867721938654402, tolerance: 1.8668187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.411893967212773, tolerance: 2.1261949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.914146193845234, tolerance: 2.2716000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.120738861967833, tolerance: 1.5200200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.711290328448786, tolerance: 2.28403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.715626098087206, tolerance: 1.7166750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.930915538364484, tolerance: 2.04346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.3534037553064, tolerance: 2.2937387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.015590820728743, tolerance: 1.9735949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.797816335056867, tolerance: 2.050395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.078181989416255, tolerance: 2.63104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.279457547017913, tolerance: 2.2572487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.502464176284175, tolerance: 2.32732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.7167876459838, tolerance: 1.79789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.541941901152935, tolerance: 1.81729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.273371992206403, tolerance: 2.00136875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.546343771957954, tolerance: 2.1365000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.47703662802831, tolerance: 1.52731875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.691078442352133, tolerance: 2.5181199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.858488652704754, tolerance: 1.7783487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.409322300853107, tolerance: 1.90162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.048312700755453, tolerance: 2.59388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.100962666219537, tolerance: 1.4720487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.909556750904258, tolerance: 1.8609200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.443931176849144, tolerance: 2.007195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.159466148166217, tolerance: 1.39594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.449567632407472, tolerance: 2.6123549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.24196465599495, tolerance: 2.13694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.101709301542027, tolerance: 2.2545200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.583655045411842, tolerance: 1.8161487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.09095807652014, tolerance: 2.0066887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.401193114032633, tolerance: 1.7484387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.182919759106884, tolerance: 2.12043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.400614701988058, tolerance: 1.66402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.78421304836806, tolerance: 2.06859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.05452909748555, tolerance: 1.5959200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.891060234552201, tolerance: 1.97889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.934471856081533, tolerance: 2.6813549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.38176778661141, tolerance: 1.5115687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.543089868207343, tolerance: 2.08769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.03557309853452, tolerance: 1.8523487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.707647883791047, tolerance: 2.30622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.35224691431918, tolerance: 1.9252387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.20681907258356, tolerance: 1.8065487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.730851264285523, tolerance: 1.8869
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.922225225503144, tolerance: 1.9937
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.032783212768372, tolerance: 1.8537487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.360444935006623, tolerance: 2.3005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.046884735021264, tolerance: 2.0489800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.552560063953337, tolerance: 1.8990887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.135164669462164, tolerance: 2.336275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.90258176652043, tolerance: 2.1248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.4328070600974, tolerance: 2.80388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.634937122586566, tolerance: 2.258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.555980459074384, tolerance: 1.762155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.46488881143988, tolerance: 1.68719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.37949960125628, tolerance: 2.19928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.030448913818994, tolerance: 1.8875487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.79118845545475, tolerance: 1.8302887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.176922548466937, tolerance: 1.8369487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.146305290767412, tolerance: 2.6776487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.463250373700173, tolerance: 1.80511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.90452857325362, tolerance: 2.33259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.882710831746227, tolerance: 2.40288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.618402159754616, tolerance: 2.101
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.080516267099355, tolerance: 1.9203200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.914105786446633, tolerance: 2.2625687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.398783407928299, tolerance: 1.7467387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.512985174136695, tolerance: 2.089675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.8612759707141, tolerance: 1.8111000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.10488510666014, tolerance: 1.7910750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.015292055908382, tolerance: 1.7496387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.903398091181215, tolerance: 2.1286187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.512010320522577, tolerance: 2.4447200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.51132725359409, tolerance: 2.16648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.89105489621529, tolerance: 2.14193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.554137191607687, tolerance: 2.3471
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.45532840907578, tolerance: 2.15382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.531118226832312, tolerance: 2.7537549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.131295315308542, tolerance: 1.66534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.547387901606275, tolerance: 1.6105200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.292015076417567, tolerance: 2.19879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.848075293408982, tolerance: 1.98798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.73865793548065, tolerance: 1.51446875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.635253515536863, tolerance: 1.9189887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.742133191567682, tolerance: 2.2497549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.530125171539197, tolerance: 2.25068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.098274313140006, tolerance: 1.79789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.77609101054314, tolerance: 1.9672387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.12686846918884, tolerance: 2.1462887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.45568560425858, tolerance: 2.4923949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.670360248254163, tolerance: 1.7907949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.719728267270686, tolerance: 2.05532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.716085627594598, tolerance: 2.37589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.356360469347607, tolerance: 1.8557949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.341570639257217, tolerance: 2.3873200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.429391320304347, tolerance: 2.2869887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.008207225345302, tolerance: 1.97169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.148072081253638, tolerance: 1.9159487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.882707859475268, tolerance: 1.8927199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.895097949432646, tolerance: 1.598995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.409946455178442, tolerance: 1.69569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.953918968387008, tolerance: 1.43508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.10213298077167, tolerance: 1.7233199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.14287843143191, tolerance: 1.74914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.434487004093725, tolerance: 2.23829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.004543442787334, tolerance: 1.7352687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.02963763476187, tolerance: 1.7701950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.978764465814407, tolerance: 1.74774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86184865981678, tolerance: 2.10842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.728286020825212, tolerance: 1.8448200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.776120964602416, tolerance: 1.96269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.26530392014759, tolerance: 1.66616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.081933574873386, tolerance: 1.7317949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.660422516441212, tolerance: 1.70669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.657712566481766, tolerance: 1.39748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.310707737768272, tolerance: 2.29599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.218949175217261, tolerance: 1.6140687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.961162125185464, tolerance: 1.7037949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.947675621003889, tolerance: 1.30348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.567096798551265, tolerance: 1.8073800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94625640303412, tolerance: 1.89362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.083965142794694, tolerance: 1.6340487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.572603478248286, tolerance: 1.8929549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.979163526944994, tolerance: 1.44899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.397608777793211, tolerance: 1.73229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.421466081110808, tolerance: 1.91366875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.162013939256884, tolerance: 1.68329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.238791405082747, tolerance: 2.5258200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.624120787441136, tolerance: 1.755755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.740003413231484, tolerance: 2.0747987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.854837558046444, tolerance: 2.0060387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.995841387777395, tolerance: 1.8547949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.203979492024278, tolerance: 1.93499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.75720637646977, tolerance: 1.7405550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.102150005891456, tolerance: 1.9987387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.432414313408245, tolerance: 1.964355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.855064410949655, tolerance: 1.64329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.716734196691576, tolerance: 1.1887387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.34791217710171, tolerance: 1.4576987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.167838852573457, tolerance: 1.9607887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.720714821476044, tolerance: 1.6721387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.959263942778023, tolerance: 2.0771550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.902000540487926, tolerance: 2.00801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.977862080878676, tolerance: 1.67319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.580331680601596, tolerance: 1.8706887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.309256219619222, tolerance: 1.8051800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.370551019805825, tolerance: 1.26078875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.562771031884164, tolerance: 1.8477200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.758017370463875, tolerance: 2.1214887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.82498059252363, tolerance: 2.09903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.733811246213556, tolerance: 1.3027549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.67834298543231, tolerance: 1.7932387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.930304794930263, tolerance: 1.5354387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.405978851469875, tolerance: 1.40849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.857591268976496, tolerance: 1.7451687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.200664965942453, tolerance: 1.51514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.958836696722834, tolerance: 1.892755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.269813023653441, tolerance: 1.6876887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.94876794394874, tolerance: 2.03923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.64608495231237, tolerance: 2.432995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.15345224075246, tolerance: 1.8019387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.04979526303117, tolerance: 1.69544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.919156776643536, tolerance: 2.0965949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.379459204538964, tolerance: 1.44518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.367010179920694, tolerance: 1.678955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.762320320238826, tolerance: 2.1358887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.85661758824607, tolerance: 2.12174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.081017460702927, tolerance: 1.518155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.956187395452488, tolerance: 1.5914887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.035582037345023, tolerance: 1.8724
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.693577186993195, tolerance: 2.0023549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.28724273171453, tolerance: 1.6534387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.84083597614185, tolerance: 1.68254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.482792865246864, tolerance: 1.7232687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.279871582523555, tolerance: 1.7862799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.185229207975592, tolerance: 1.89011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.24635718151333, tolerance: 1.5663949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.337420349140537, tolerance: 1.937155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.971765485377354, tolerance: 1.7613950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.81975378584985, tolerance: 2.18222
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.100869307292093, tolerance: 1.52633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.091890295796732, tolerance: 1.8499
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.481988525395213, tolerance: 1.63306875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.586462035921848, tolerance: 1.96979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.129354158118936, tolerance: 1.7175949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.740956969921996, tolerance: 1.9791199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.020753333666217, tolerance: 1.71839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.625608311933426, tolerance: 1.8580887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.7774637015127634, tolerance: 1.83824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.306631307262705, tolerance: 1.41953875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.94191590480428, tolerance: 1.8690987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.041310553388893, tolerance: 1.5718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.39337173396791, tolerance: 1.48179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.872436211459128, tolerance: 1.3631950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.012843986246526, tolerance: 1.7700487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.663922875227897, tolerance: 1.8481199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.400003827275707, tolerance: 2.0932387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.799317011935933, tolerance: 1.80558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.273258590403138, tolerance: 2.29842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.578631389395353, tolerance: 1.83188875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.631008018308062, tolerance: 2.0011550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.407821848344636, tolerance: 1.8160200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.564815797202975, tolerance: 2.17478875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.995305184566533, tolerance: 1.974955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.314734352511593, tolerance: 1.901955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.995690456600334, tolerance: 1.523795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.01975293589561, tolerance: 1.816
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.432001200641015, tolerance: 1.7623187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.41386066828432, tolerance: 1.8582887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.61602990086145, tolerance: 2.24224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.241797795349793, tolerance: 1.8215949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.115817636337326, tolerance: 1.978155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.908948532530545, tolerance: 2.19496875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.882367308505508, tolerance: 1.6239887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.714327768390866, tolerance: 2.24054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.388640439875278, tolerance: 1.633275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.681799881609667, tolerance: 1.6864200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.577683686634767, tolerance: 2.45908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.43066432503586, tolerance: 2.50899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.992691045906135, tolerance: 1.64936875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.162791121758604, tolerance: 1.8887487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.85395688918241, tolerance: 1.722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.839852278170383, tolerance: 1.7681187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.309944132860211, tolerance: 1.7825550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.84472753952936, tolerance: 1.6511887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.486312519628445, tolerance: 2.283675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.343783270158163, tolerance: 1.7259949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.621321440893887, tolerance: 2.3063387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.727052991950302, tolerance: 2.1914687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.97912204521676, tolerance: 2.2107
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.04844332011237, tolerance: 1.9138187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.684088092158019, tolerance: 1.9371887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.92868988500591, tolerance: 2.24328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.929054675784942, tolerance: 2.0918987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.57856979798717, tolerance: 1.68274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.98143111902711, tolerance: 1.6382200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.01943212670563, tolerance: 2.240275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.471347615747003, tolerance: 1.8390799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.58326759245952, tolerance: 1.38308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.313051896657395, tolerance: 1.9988387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.873400180108256, tolerance: 1.83748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.964918723448152, tolerance: 1.5793949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.87974219348139, tolerance: 1.72551875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.19711478445012, tolerance: 2.18656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56748630590994, tolerance: 1.8139199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.119033150158955, tolerance: 2.4086987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.525156749453963, tolerance: 2.11052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.30741782834119, tolerance: 1.620955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.09236478948395, tolerance: 2.07026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.975014856776927, tolerance: 2.2375000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.783914403965568, tolerance: 2.40401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.57943476481074, tolerance: 2.131995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.138030512685894, tolerance: 2.0761800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.308390605283613, tolerance: 1.966595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.008801627596682, tolerance: 1.9164750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.537604874340698, tolerance: 2.16419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.46302635444816, tolerance: 1.701755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.620093059342103, tolerance: 1.6308387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.235757453094553, tolerance: 2.28458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.396229124495612, tolerance: 1.4984887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.644282272914975, tolerance: 1.668195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.537936839266262, tolerance: 1.8617487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.328508998759087, tolerance: 2.11496875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.026094417099543, tolerance: 2.15618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.831024226513314, tolerance: 1.84666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.38935284073827, tolerance: 2.34041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.599940166464012, tolerance: 2.27742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.961771943409587, tolerance: 2.242395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.554375276549752, tolerance: 2.03661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.263135515526447, tolerance: 2.34934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.823979055223283, tolerance: 2.2682687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.523789112301152, tolerance: 1.9667687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.24392581821217, tolerance: 2.2811
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.880288214605006, tolerance: 2.2742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.07247683530973, tolerance: 2.21604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.40294097075115, tolerance: 2.4421987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.266618770836814, tolerance: 1.7218187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.437645629972973, tolerance: 1.74218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.839760358634326, tolerance: 1.39223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.169473956943126, tolerance: 1.74028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.867407657355884, tolerance: 2.48102
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.999643333542764, tolerance: 2.103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.282010885357431, tolerance: 1.9538987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.176756135152573, tolerance: 2.0092887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.301041421922985, tolerance: 2.08908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.57776568445116, tolerance: 2.365195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.746196395845516, tolerance: 1.767555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.680526592842607, tolerance: 1.484155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.008184377585444, tolerance: 1.60493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.607670740993065, tolerance: 1.8149949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.709534462723681, tolerance: 1.4439187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.060688231904436, tolerance: 2.18878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.222479882462977, tolerance: 1.80988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.655475627133129, tolerance: 2.0211949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.74858320937206, tolerance: 2.032555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.013887817056837, tolerance: 1.68164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.503332487729168, tolerance: 1.7119550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.746519892633707, tolerance: 1.4583949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.20599712478422, tolerance: 1.6925887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.31130071919961, tolerance: 1.42578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.231841884598412, tolerance: 1.9263949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.4034763844229, tolerance: 1.6090887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.428526816360243, tolerance: 1.51013875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.387249742068217, tolerance: 1.5648487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.070200434029644, tolerance: 2.0041949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.244416423224298, tolerance: 1.5072687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.759999081474366, tolerance: 1.913995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.716127907430092, tolerance: 1.89989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.029565648219727, tolerance: 1.99816875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.378222221156083, tolerance: 1.8074887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.032041983080365, tolerance: 1.30518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.760078642108414, tolerance: 1.917995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.21151608830103, tolerance: 1.6871950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.947984510056585, tolerance: 1.7492687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.261285398974024, tolerance: 1.59201875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.13662580105712, tolerance: 1.61991875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.322015670147087, tolerance: 1.74549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.719364028754278, tolerance: 1.81044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20904747551338, tolerance: 2.1673
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.820408995361902, tolerance: 2.036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.845990551192465, tolerance: 1.68578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.071194405361865, tolerance: 1.94494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.312352541573468, tolerance: 2.120595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.59173265125261, tolerance: 1.56532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.189449339648966, tolerance: 2.2099387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.322029453248835, tolerance: 1.47978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.559640305884992, tolerance: 1.16336875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.197947467077594, tolerance: 1.6263200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.469295562209556, tolerance: 1.93241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.404084497015983, tolerance: 1.97339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.628804427510774, tolerance: 1.1409887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.803174336269674, tolerance: 1.59001875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.533798403228626, tolerance: 1.4556887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.57021938986824, tolerance: 2.057275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.376314928201921, tolerance: 1.571395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.126406637479615, tolerance: 1.7780387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.357147718121105, tolerance: 1.72859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.157025323877345, tolerance: 1.9824000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.695261902640222, tolerance: 1.64401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.937631003038693, tolerance: 1.63604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.514963292580749, tolerance: 1.43139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.153593006188594, tolerance: 1.6152487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.971060990794744, tolerance: 1.8560799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.087558977990472, tolerance: 1.571955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.483586910762385, tolerance: 1.7200387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.75822368701009, tolerance: 1.57224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.439359436715403, tolerance: 2.0543199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.83774608940363, tolerance: 1.571555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.129183497679232, tolerance: 1.4321949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.870557842492769, tolerance: 1.7343950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.31038465894731, tolerance: 1.6282487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.621401475961555, tolerance: 1.45159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.26493793447148, tolerance: 1.658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.986999944310993, tolerance: 1.7189
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.86655610993916, tolerance: 2.1555950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.442733375157193, tolerance: 1.4971687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.39479278477485, tolerance: 2.061755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.528001015285296, tolerance: 1.447875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.367765880633959, tolerance: 2.0864687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.324526738401104, tolerance: 1.5695387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.984433081526717, tolerance: 1.70403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.637351761465967, tolerance: 1.88041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.277926128628772, tolerance: 1.7169387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.705511802404713, tolerance: 1.83342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.926084928166787, tolerance: 1.88903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.73608109319773, tolerance: 1.7570200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.919347855501808, tolerance: 1.7322799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52198252487651, tolerance: 1.69989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.315195412216354, tolerance: 1.6293
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.84089655486556, tolerance: 2.16909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.153430812410734, tolerance: 1.60209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.035647891049805, tolerance: 1.78388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.540601559357697, tolerance: 2.05493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.620916461888276, tolerance: 2.0253949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.462816491002918, tolerance: 1.7958387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.026808445418865, tolerance: 1.6388987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.599116928241422, tolerance: 1.47973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.492584206766328, tolerance: 1.4165687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39831778529688, tolerance: 1.70326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.24061974610149, tolerance: 1.8329187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.429479265176454, tolerance: 2.0291987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.70992936218198, tolerance: 1.6602750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.991347737667056, tolerance: 1.97048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.072434555424381, tolerance: 1.68979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.864571034802918, tolerance: 1.97898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.056939271634214, tolerance: 1.742355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.768021323275736, tolerance: 1.78794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.749830527385408, tolerance: 1.381755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.882538626877857, tolerance: 1.80029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.506339290170725, tolerance: 1.63136875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.76534559746322, tolerance: 1.811195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.545162727970762, tolerance: 1.607075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.103817988430855, tolerance: 2.12988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.938331020711857, tolerance: 1.763355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.801995926444118, tolerance: 2.16618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.79669526600409, tolerance: 1.7989187500000001
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.074037205410704, tolerance: 1.6713550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.640126292246435, tolerance: 1.768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.252788084668708, tolerance: 1.93238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.386527422182006, tolerance: 1.90608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.482764069505322, tolerance: 1.8647799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.660193174074234, tolerance: 1.9615949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.010333289568642, tolerance: 1.539555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.711594817690997, tolerance: 2.05208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.34344843172099, tolerance: 1.88218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.047038765045826, tolerance: 1.9627949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.205873109373535, tolerance: 1.4785387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.767393683325928, tolerance: 1.8609187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.952510043574264, tolerance: 1.9111387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.82580575776288, tolerance: 1.76329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.831064344774077, tolerance: 1.8425800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.3120731784234, tolerance: 2.13928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.77176289299409, tolerance: 1.7456
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.245506929539353, tolerance: 1.96588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.91092584941297, tolerance: 1.5030487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.054530436828685, tolerance: 1.7208200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.178786222171894, tolerance: 1.68564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.070704893214014, tolerance: 1.9880200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.91191650611216, tolerance: 1.5163949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.892277383953598, tolerance: 1.6576887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.677010332471358, tolerance: 1.90139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.292687261232516, tolerance: 1.7856750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.958881806040864, tolerance: 1.32158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.154343175877045, tolerance: 2.170355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.44383179279927, tolerance: 1.8125487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.73963902269958, tolerance: 1.70438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.14859301111416, tolerance: 1.5465
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.72953231359605, tolerance: 1.597755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.0105014560056, tolerance: 1.9914387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.636217051992517, tolerance: 1.64199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.973689517377238, tolerance: 1.8583687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.995997242039035, tolerance: 1.17906875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.999566051235014, tolerance: 1.5888487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.443215128124002, tolerance: 1.70061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.10424527784548, tolerance: 1.84516875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.30004555806464, tolerance: 2.00773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.053490348657792, tolerance: 1.6947800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.75684047836727, tolerance: 1.99284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.68245314104908, tolerance: 1.9063949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.84023257092592, tolerance: 1.63189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.3976073617972, tolerance: 1.49299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.289904109517067, tolerance: 1.3785687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.964126975128124, tolerance: 1.7315200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.10760033999355, tolerance: 1.722155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.83540820762888, tolerance: 1.8060887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.850691832319981, tolerance: 1.7693549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.843561968636827, tolerance: 1.5820750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.73197128140348, tolerance: 2.0524487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.783185683835605, tolerance: 1.54389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.260209653712813, tolerance: 2.0223549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.675695507155616, tolerance: 1.555595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.38303466417512, tolerance: 2.05309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.90351872663586, tolerance: 1.7343487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.07535071636915, tolerance: 1.7915387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.128356884172106, tolerance: 1.8837949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.95798612260869, tolerance: 1.5836750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.988081268104025, tolerance: 1.7098887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.900725972548422, tolerance: 1.48539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.778654731587665, tolerance: 2.08442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.8351468156457, tolerance: 1.5029887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.21504606339823, tolerance: 2.0167550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.59376466119024, tolerance: 1.501355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.765480046170055, tolerance: 2.03028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.03020508528549, tolerance: 1.6947387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.11462785910893, tolerance: 1.70428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.949812146492015, tolerance: 1.4819487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.90911135661115, tolerance: 2.0222987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.926137541997633, tolerance: 1.688195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.369287025742373, tolerance: 1.51558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.509652896506566, tolerance: 2.1287550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.483698256660844, tolerance: 1.9385949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.44863572248692, tolerance: 2.0155549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.843679737429426, tolerance: 1.6625949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.788767989492523, tolerance: 1.54693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.91503656649295, tolerance: 1.73418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.341496399176663, tolerance: 1.8758750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.655311717855312, tolerance: 1.7789000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.50594426751174, tolerance: 2.05606875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.50973208532552, tolerance: 1.7641887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.366376437155534, tolerance: 1.400555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6866950115273, tolerance: 1.71998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.658421276479654, tolerance: 1.7008687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.70614475220387, tolerance: 1.46844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.4837662789049, tolerance: 1.8564487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.29461301405145, tolerance: 1.6669487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.495851428037966, tolerance: 1.44151875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.82676097213107, tolerance: 1.5911000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.24824313597555, tolerance: 1.96636875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.08727342996322, tolerance: 2.00191875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.63958827502172, tolerance: 1.7278887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.65847946971392, tolerance: 1.6849887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.68020889076616, tolerance: 1.4584000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.593003910553264, tolerance: 2.09091875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.745386204739845, tolerance: 1.72889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.14899112937378, tolerance: 2.3188799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.41475177141673, tolerance: 2.44868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.841668953789256, tolerance: 2.56369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.259448037779848, tolerance: 2.06411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.14056037315225, tolerance: 2.84139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.668352720375104, tolerance: 2.2445199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.048835476590636, tolerance: 2.0549199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.029136326723915, tolerance: 2.130555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.504860431839557, tolerance: 2.20836875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.163353327161694, tolerance: 1.5678387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.28904622173059, tolerance: 2.3858200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.76793245905734, tolerance: 1.69559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.308197788763632, tolerance: 2.175395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.046941838270778, tolerance: 1.63876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.487913509078382, tolerance: 2.16389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.765181994999402, tolerance: 1.8369550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.472614746239522, tolerance: 1.503995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.783750397962194, tolerance: 1.96802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.820850959771718, tolerance: 1.92563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.05454378515059, tolerance: 1.81609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.50415616454048, tolerance: 2.427955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.789784617668325, tolerance: 1.79121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.709713287393782, tolerance: 1.89028875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.671174499297102, tolerance: 1.8139387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.625438564937877, tolerance: 1.7095950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.077841450643643, tolerance: 2.05814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.277131756990826, tolerance: 1.76768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.466825793865794, tolerance: 1.93661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.60374922538356, tolerance: 2.3254200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.30262761280042, tolerance: 1.26738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.076084279194262, tolerance: 1.4333550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.371233249818538, tolerance: 1.19364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.90485354967245, tolerance: 1.5741550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.50020560172294, tolerance: 2.2441550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.344384433537297, tolerance: 2.288955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41260257075925, tolerance: 1.3696887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.434573022089833, tolerance: 2.393075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.92330672320304, tolerance: 1.86914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.99113740554101, tolerance: 2.41568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.058591394302354, tolerance: 1.9978887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.19424486156175, tolerance: 2.4087199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.37906877170156, tolerance: 2.101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.921823039139845, tolerance: 2.2981000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.079156047487523, tolerance: 1.8542887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.82304952287335, tolerance: 2.2967487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.26170742997489, tolerance: 1.9560187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.015056771944042, tolerance: 1.73642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.135247436044077, tolerance: 1.3835487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.20219388599302, tolerance: 1.7659949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.51093458177004, tolerance: 1.97569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.370386947344976, tolerance: 1.8188799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.70846919953467, tolerance: 1.88424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.207231316648674, tolerance: 1.30328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.21707719999933, tolerance: 1.9017187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.708107518523313, tolerance: 2.3513487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.477454648010074, tolerance: 1.62918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.351506350647988, tolerance: 2.15798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02913742834232, tolerance: 2.21638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.894583265988402, tolerance: 1.6093949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.768620170394975, tolerance: 1.914955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.77704695830747, tolerance: 1.9769387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.881358944201207, tolerance: 1.72499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.249180417530972, tolerance: 1.7082387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.3989245634845, tolerance: 2.58771875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.694255572957445, tolerance: 2.6193199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.058533602653178, tolerance: 1.9208387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.38240754857616, tolerance: 2.2703887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.024830779223976, tolerance: 1.593755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.670928454673216, tolerance: 1.94459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.168655715152276, tolerance: 1.806675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.212205828072285, tolerance: 2.1550200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.56175171154263, tolerance: 2.39253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.399903893993606, tolerance: 1.9937200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.150899340952, tolerance: 1.8718887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.613838946423186, tolerance: 2.14946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.3549223073421, tolerance: 1.7198200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.93964739661311, tolerance: 1.67184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.935431790232364, tolerance: 1.5176200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.770920439100095, tolerance: 1.8001949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.070435466846238, tolerance: 2.145955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.854536533738205, tolerance: 1.8182200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.106074876362634, tolerance: 2.042795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.148427959172658, tolerance: 1.7506387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.86228981323937, tolerance: 2.29481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.334463627212312, tolerance: 1.9144487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.75267376057051, tolerance: 2.33922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.444094758771215, tolerance: 1.8958487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.12193614681828, tolerance: 2.2067200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.881880212462924, tolerance: 1.71249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.70929037335432, tolerance: 2.25308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.371386065751746, tolerance: 1.88881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.232815555326, tolerance: 2.0382987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.6077681906696, tolerance: 1.98642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.29781416862953, tolerance: 1.86266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.904445835567564, tolerance: 1.8316487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.83165166551551, tolerance: 2.1890187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.688515777135734, tolerance: 1.96098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.463883483455206, tolerance: 2.351355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.27622319601956, tolerance: 1.9170887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.427357741684137, tolerance: 2.07622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.844226521142378, tolerance: 2.1350387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.075204982719836, tolerance: 1.68428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.417003019478578, tolerance: 1.9288200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.433284760829252, tolerance: 1.69844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.875667744904124, tolerance: 1.8539387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.114273937984485, tolerance: 2.3015800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.563107273552347, tolerance: 2.15983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.114907623403447, tolerance: 2.1284487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.949424464496246, tolerance: 1.76969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.50418176537646, tolerance: 1.9041200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.181086538976366, tolerance: 2.1060487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.7696845503913, tolerance: 2.07112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.566742982514313, tolerance: 1.9736887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.098023213071908, tolerance: 1.60284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.813035283516513, tolerance: 2.113755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.279376530704408, tolerance: 1.9654887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.503012680237205, tolerance: 1.9369949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.626684277115906, tolerance: 1.7441887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.75052083183911, tolerance: 1.478155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.25974748455114, tolerance: 2.0375550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.85596198939519, tolerance: 2.191995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.736789566086596, tolerance: 1.4869200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.483768714307335, tolerance: 2.426075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.366679681213057, tolerance: 1.6575887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.91055167890754, tolerance: 2.2601987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.98452768583653, tolerance: 2.203195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.9676925706923, tolerance: 1.9892750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.04571935182235, tolerance: 1.971675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.633043733686762, tolerance: 1.2679387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.47057441045057, tolerance: 2.198395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.217393710406032, tolerance: 1.9165387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.678319181181884, tolerance: 1.7105487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.79761100885941, tolerance: 2.20439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.29371884064428, tolerance: 1.9376
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.45296467752061, tolerance: 1.64968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.78939061977198, tolerance: 2.0979
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.370739393552753, tolerance: 1.7594750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.808087023553057, tolerance: 2.35398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.778924205637416, tolerance: 2.47796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.194471577286222, tolerance: 1.5900987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.953845466172176, tolerance: 1.59959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.938740950147267, tolerance: 1.8706887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.61110603431802, tolerance: 1.77853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.58232790648168, tolerance: 2.6582487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.52296618277542, tolerance: 2.02164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.007038780236797, tolerance: 2.18108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.17354888477393, tolerance: 1.7319550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.90475587216372, tolerance: 1.8930887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.136586926745117, tolerance: 1.62648875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.060970178336127, tolerance: 2.01429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.641941051130107, tolerance: 2.0387487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.86367039870055, tolerance: 1.9859949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.6957496803988, tolerance: 1.8095949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.913076041968285, tolerance: 2.14328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.394675106645735, tolerance: 2.10051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.8473253632936, tolerance: 2.2425949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.187586876993354, tolerance: 2.1720987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.122638711725422, tolerance: 1.480795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.832071756380344, tolerance: 2.6372487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.08594903270575, tolerance: 2.5105800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.86603250504905, tolerance: 2.29769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.04594878578862, tolerance: 1.6406200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.168241822873494, tolerance: 2.35208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.81422180451315, tolerance: 2.027795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.14653480573086, tolerance: 2.3670887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.50631609918329, tolerance: 1.7578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.699138279408416, tolerance: 1.881075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.751390456817358, tolerance: 2.26088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.048494500656602, tolerance: 2.0436887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.842731012987333, tolerance: 2.0155000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.43719892207658, tolerance: 1.8539
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.778077998909737, tolerance: 1.8357887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.819634030208555, tolerance: 1.7414887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.03541936749432, tolerance: 2.11896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.184992378798647, tolerance: 1.98354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.870525036541302, tolerance: 1.81663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.80176833979105, tolerance: 2.179395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01954086266467, tolerance: 1.7479950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.28438156934155, tolerance: 2.356195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.42455753894302, tolerance: 2.15548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.01110220516082, tolerance: 2.2946799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.700337718366136, tolerance: 2.01869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.390550049208677, tolerance: 2.1207799999999994
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.408827302041963, tolerance: 2.02732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.9881674692758, tolerance: 1.7032387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.99725690966326, tolerance: 2.2489987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.38198004777887, tolerance: 1.8216387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.798807457635128, tolerance: 1.88408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.637141644352504, tolerance: 2.22274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.13488860591126, tolerance: 2.2297487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.13830541702317, tolerance: 2.0315987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.630329717958038, tolerance: 1.77013875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.427271343525554, tolerance: 2.148355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.11152790008498, tolerance: 2.288075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.09840001448164, tolerance: 2.2433387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.374661005963922, tolerance: 1.9431887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.574860106703213, tolerance: 2.1235800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.764629898697898, tolerance: 2.0489987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.314534174223365, tolerance: 2.1319950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.815755056174698, tolerance: 1.96438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.516935297893111, tolerance: 1.6687
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.66896086034882, tolerance: 1.7458887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.271101123697107, tolerance: 1.63838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.765905092825708, tolerance: 1.628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.249992538089998, tolerance: 2.18632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.738649877901935, tolerance: 1.55589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.969860436969002, tolerance: 1.41104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.680764307113748, tolerance: 1.68654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.704881964150168, tolerance: 1.7410200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.56602745706089, tolerance: 1.7632200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.29618046389035, tolerance: 1.985475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.287620212708696, tolerance: 1.886195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.43391698988632, tolerance: 2.05544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.40354203704007, tolerance: 1.78633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.860352996866895, tolerance: 2.1921549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.751712078598754, tolerance: 2.3419549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.925654262683302, tolerance: 1.6308887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.333434174403479, tolerance: 1.3107887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.931299996551942, tolerance: 1.407595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.881120436624526, tolerance: 1.93198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.531670711661642, tolerance: 1.8190487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.071135641736685, tolerance: 1.8567187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.549268289906117, tolerance: 2.01088875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.487794605349432, tolerance: 1.9462387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.633078132910974, tolerance: 1.6791549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.813829394176096, tolerance: 2.03849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.575184920127297, tolerance: 1.80712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.28435099070144, tolerance: 1.6971
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.120313243496852, tolerance: 1.942395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.475273330631747, tolerance: 1.91888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.272454980515118, tolerance: 1.6835549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.550536867216655, tolerance: 1.5811187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.170485311172868, tolerance: 1.7411949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.05364123431265, tolerance: 2.352195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.412333031174256, tolerance: 1.6577800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.334595422276607, tolerance: 1.80849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.518753367290348, tolerance: 1.65558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.646398074145196, tolerance: 1.8804387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.287397559789717, tolerance: 1.6683487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.65195307784088, tolerance: 1.73469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.548184199425897, tolerance: 2.0121949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.43028437041562, tolerance: 1.6478799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.552642437388652, tolerance: 2.4490200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.942124386085855, tolerance: 1.9593987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.683777500024114, tolerance: 1.42059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.338600598436138, tolerance: 2.09333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.001576532287118, tolerance: 1.8608387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.79303119971338, tolerance: 1.39291875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.77692803516151, tolerance: 1.643795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.608435557013557, tolerance: 1.62686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.537305103163959, tolerance: 1.5055200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6954129711373, tolerance: 2.45202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.419952114985325, tolerance: 1.89176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.83560176250004, tolerance: 1.63699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.23596856990372, tolerance: 1.9295950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.801349447710487, tolerance: 1.68009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.779333442476915, tolerance: 1.85008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.622937924919945, tolerance: 1.8733387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.60305453414689, tolerance: 1.7958887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.599155158042976, tolerance: 1.680355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.778463544797503, tolerance: 1.81683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.7046150388076, tolerance: 2.1373
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.56269446679643, tolerance: 1.95321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.482632163886523, tolerance: 2.1040887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.107307207071663, tolerance: 2.17626875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.840867671373175, tolerance: 1.66234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.44729274798003, tolerance: 1.780875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.52604739984165, tolerance: 1.6461949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.713546538144275, tolerance: 1.6190200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.721438579946863, tolerance: 1.63894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.469276326456004, tolerance: 1.4076887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.94281733691519, tolerance: 1.71199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.65441966019284, tolerance: 1.6406
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.476709821437304, tolerance: 1.387395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.9552105479586, tolerance: 1.7113200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.551883409438197, tolerance: 2.07682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.717889632665308, tolerance: 1.8299949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.546221211222957, tolerance: 1.92084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.533325376509435, tolerance: 1.7480887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.421990295725248, tolerance: 2.00053875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.85680044862015, tolerance: 1.8990799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.771437810161107, tolerance: 2.0663887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.192988017148632, tolerance: 1.7571487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.047684697664018, tolerance: 1.81092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38948006621071, tolerance: 1.4954387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.06244428330758, tolerance: 2.11354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.04316130756103, tolerance: 2.00418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.144427454836826, tolerance: 1.8017
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.689435915841933, tolerance: 1.7463187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39152041002331, tolerance: 1.8296987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.378734801908518, tolerance: 1.9435187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.19364934815907, tolerance: 2.1626887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.44533876358499, tolerance: 1.40788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.000332184472487, tolerance: 1.88782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.06220808080986, tolerance: 1.6244200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.74186557300611, tolerance: 1.505355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.458803554363428, tolerance: 1.7851887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.854317174148235, tolerance: 1.79836875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.039978815368116, tolerance: 1.2449387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.671525862470325, tolerance: 1.789155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.58238054571869, tolerance: 1.8580387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.02248678680733, tolerance: 1.9849800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.216183035864322, tolerance: 1.4775800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.048530863091464, tolerance: 1.9387549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.860466594776659, tolerance: 1.66178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.308075004512776, tolerance: 1.54863875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.87150599691617, tolerance: 1.69458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.368524037728157, tolerance: 1.67458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.590487047934623, tolerance: 2.3277949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.776763412848123, tolerance: 1.6884887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.688894982146305, tolerance: 1.8075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.667784576080432, tolerance: 1.9344487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57567288337488, tolerance: 1.657955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.664082958436442, tolerance: 2.18883875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.146280715539056, tolerance: 1.88838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.14817070980282, tolerance: 2.265795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.735332226915986, tolerance: 1.9901887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.126814976740505, tolerance: 1.8067949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.108422587819044, tolerance: 1.9431887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.3566585603468, tolerance: 1.9729200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.580588139711004, tolerance: 2.17043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.984608771905442, tolerance: 1.9508200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.57760786871675, tolerance: 2.047
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.64903975658679, tolerance: 2.2184
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.885029180912277, tolerance: 1.91104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.34354239256151, tolerance: 1.6906750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.02474282073559, tolerance: 2.2527550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.919396549134994, tolerance: 1.6356887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.622247473085423, tolerance: 1.88631875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.881034217078888, tolerance: 1.9710799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.902811162912727, tolerance: 1.7209987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.15505470128187, tolerance: 1.51702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.016652387262038, tolerance: 1.63553875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.07802244224901, tolerance: 2.44778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.19456435657332, tolerance: 2.0561000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.91763416496221, tolerance: 1.92868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.72415962655794, tolerance: 1.6903887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.001447130452064, tolerance: 1.3945
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.025933995015661, tolerance: 1.5615549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.300946061962534, tolerance: 1.493155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.865820525913705, tolerance: 1.9247
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75292425492811, tolerance: 1.82883875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.748777520760903, tolerance: 2.2273800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.74057544941549, tolerance: 1.9397549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.386353190481124, tolerance: 1.69798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.843124695243848, tolerance: 1.7517950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.539622923223035, tolerance: 2.00402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.517871567207507, tolerance: 1.48278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.452989735096153, tolerance: 1.65219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.562277724328364, tolerance: 1.95383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.32503388132424, tolerance: 2.2439199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.864221241635065, tolerance: 1.8688887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.03340751079075, tolerance: 1.5657
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.87557779125715, tolerance: 1.9405387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.48975461858988, tolerance: 1.7835687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.16517194919802, tolerance: 1.34369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.728584692357394, tolerance: 1.8882200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.42045048814395, tolerance: 1.6636387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.45105047420396, tolerance: 2.1017887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.734155751089865, tolerance: 1.69488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.0534792252872, tolerance: 2.36944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.589286814244126, tolerance: 2.1179949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.202890125354724, tolerance: 1.4505949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.706025242063326, tolerance: 1.9320000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.39947116548818, tolerance: 1.9957950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.53389290217735, tolerance: 2.305995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.808465962265444, tolerance: 1.6503949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.538348904198415, tolerance: 1.8410799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.895382803660336, tolerance: 1.82108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.851440766259309, tolerance: 2.033155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.233422214337725, tolerance: 1.9131987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.327174602108116, tolerance: 1.9005949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.354951523254503, tolerance: 1.8479949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.325336207918234, tolerance: 1.75109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.26317099805079, tolerance: 1.8696750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.48419098215396, tolerance: 1.33136875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.233572020287607, tolerance: 1.8294200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.203698770703816, tolerance: 1.83699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.775536102618243, tolerance: 1.48279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.029214737239315, tolerance: 1.9421549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.90943389682655, tolerance: 1.8323987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.271181882005557, tolerance: 1.7985950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.06635303738033, tolerance: 1.78628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.797495951060945, tolerance: 1.55856875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.073987428080358, tolerance: 1.4805949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.516329785986354, tolerance: 2.08582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.563644577606652, tolerance: 1.9086200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.967646912726547, tolerance: 1.476595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.245904005889166, tolerance: 2.2324200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.43103871560966, tolerance: 1.8816387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.744853989768062, tolerance: 1.650755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.041984694683304, tolerance: 1.764555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.461013024251546, tolerance: 2.081475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.169858518477426, tolerance: 2.19821875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.02106606342168, tolerance: 2.12862
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.574677468441955, tolerance: 2.195955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.015802859492636, tolerance: 1.8967
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.931308993891598, tolerance: 1.450075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.168102380009252, tolerance: 1.39194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.83208812575343, tolerance: 1.98091875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.350828973138746, tolerance: 1.9323987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.270498943923595, tolerance: 1.795875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.410005328767774, tolerance: 1.6967
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.739277555709954, tolerance: 1.5451550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.703355160514047, tolerance: 1.7601950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.398342525206214, tolerance: 1.7947187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.092609739412353, tolerance: 1.4497
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.884547801558185, tolerance: 2.020755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.934117908957134, tolerance: 2.17883875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.5447720854876, tolerance: 2.08996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.00617850511524, tolerance: 1.817195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.787211962440796, tolerance: 1.5827887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.268384589568548, tolerance: 1.61638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.11964975400567, tolerance: 1.82119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.585470140513227, tolerance: 2.06824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.456125550642339, tolerance: 1.7285949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.831963654413823, tolerance: 2.4345887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.51879614063732, tolerance: 1.6054799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.271735159158318, tolerance: 1.5616
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.904415105720307, tolerance: 1.3556887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.88438167086301, tolerance: 1.5279200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.524241529853164, tolerance: 1.35246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.200522971853587, tolerance: 2.09328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.364595611138206, tolerance: 1.9963887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.06551051640984, tolerance: 1.68108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.092542076665076, tolerance: 2.04019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.991518436152223, tolerance: 1.64314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.454914016398316, tolerance: 1.37658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.518990911384044, tolerance: 2.4106799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.347760165632064, tolerance: 1.9752200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.93120929960756, tolerance: 1.4297800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.63612187315778, tolerance: 2.35978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.89237783845291, tolerance: 1.7533950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.62971859267961, tolerance: 2.074955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.543409138320833, tolerance: 1.6895949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.50277473319477, tolerance: 1.70819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.03592258778749, tolerance: 1.57931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.71974149979313, tolerance: 1.9765949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.16960107784604, tolerance: 1.6120687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.022533663877766, tolerance: 1.8325550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.743574449068817, tolerance: 1.4206750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.309226274990476, tolerance: 1.80168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.264512243658515, tolerance: 2.0013949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.508109670098214, tolerance: 2.1912200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.866439870893018, tolerance: 1.62368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.95399127945739, tolerance: 2.150675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.84793946694221, tolerance: 1.5407950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.7545514068548, tolerance: 2.27021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.76599224901219, tolerance: 1.86008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.634426628336055, tolerance: 2.078155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.942654530059645, tolerance: 1.93664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.856819016565414, tolerance: 2.21029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.820053118621516, tolerance: 2.0367949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.10980947850058, tolerance: 1.692555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.995082395307513, tolerance: 2.114395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.02557220056944, tolerance: 2.0319949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.889451696564386, tolerance: 2.1116487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.06488408170814, tolerance: 1.3652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.170301568684295, tolerance: 2.01762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.871202064523906, tolerance: 1.69743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.214837815928234, tolerance: 1.89944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.678939941415713, tolerance: 1.81843875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.08934777771838, tolerance: 2.00306875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08059812528084, tolerance: 1.8364387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.096148456184903, tolerance: 1.5671549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22695836028082, tolerance: 1.9081199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.26015226472666, tolerance: 1.7566887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.727043593583176, tolerance: 1.9308887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.997507826355157, tolerance: 1.66113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51037752348146, tolerance: 2.05838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.641978066125352, tolerance: 1.618595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.110536409252795, tolerance: 1.9262200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.24779380116697, tolerance: 1.7307800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.695817426938667, tolerance: 1.50941875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.4995974831702, tolerance: 1.6967949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.622412462541547, tolerance: 1.88568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.199651961715652, tolerance: 1.5718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.037181344865754, tolerance: 1.75389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.987426398003713, tolerance: 1.6186387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.1472551992816, tolerance: 1.6785387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.040119502975095, tolerance: 2.0453949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17252851035058, tolerance: 1.7369987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.322317681120122, tolerance: 1.94111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.690298397667938, tolerance: 1.87769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.575683194835722, tolerance: 2.03218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.880636791557336, tolerance: 1.72949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.5180016414329, tolerance: 1.59238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.755542405319005, tolerance: 2.04534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.332363741408862, tolerance: 1.63673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.701550075415565, tolerance: 1.39024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.756353050098664, tolerance: 1.5342887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.121328249218658, tolerance: 1.7482887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.114482992039074, tolerance: 1.37109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.37345190048524, tolerance: 1.6724
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.56853178227028, tolerance: 1.9047887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9704413253086, tolerance: 1.85984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.50911433582487, tolerance: 1.69109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.881304177515396, tolerance: 1.6675950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.819735183160635, tolerance: 1.62019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.71962608689124, tolerance: 1.9969887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.77180346032845, tolerance: 1.421395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.542311525694, tolerance: 1.698155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.152733364482913, tolerance: 1.6657949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.175435612092162, tolerance: 1.3640387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72593730682869, tolerance: 1.6931200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.86246924272993, tolerance: 1.61338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.27512875396673, tolerance: 1.5701200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.835204502536882, tolerance: 2.1137949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.022335153718643, tolerance: 2.06833875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.156256331172541, tolerance: 1.7647387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.93024450695902, tolerance: 2.0082887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.002564434176463, tolerance: 1.8609887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.066822397877974, tolerance: 2.3944800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.849710561321396, tolerance: 1.61009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.18667590725174, tolerance: 2.0510800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.850683341325293, tolerance: 1.85674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.147705815922315, tolerance: 1.51623875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.311714639985368, tolerance: 1.6766887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.754960723298765, tolerance: 1.9751550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21963835163018, tolerance: 1.503795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.945183795096149, tolerance: 1.5390000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.384734010862775, tolerance: 1.8198200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.031991836178321, tolerance: 1.704755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.022935876124638, tolerance: 1.65504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56756151362353, tolerance: 1.7415949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.99936637994394, tolerance: 1.3620750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.265109711558049, tolerance: 1.96679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.78378016054495, tolerance: 1.81594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.12436552398286, tolerance: 1.8706987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.1470827723562, tolerance: 1.68729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.403911294610758, tolerance: 1.6621949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.565720363299327, tolerance: 1.46498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.954526930984454, tolerance: 1.9093949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.589759239536562, tolerance: 1.6937187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.648908904250089, tolerance: 1.65879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.900757566226234, tolerance: 1.9065887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.50374235182686, tolerance: 1.516355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.204362664772088, tolerance: 1.51816875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.38365594329259, tolerance: 2.10436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.00454081930021, tolerance: 1.9711949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.456342328901762, tolerance: 1.366355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.384109480802763, tolerance: 1.4993387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.055603044642186, tolerance: 1.37544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.056246009531188, tolerance: 1.8363387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.244933469135347, tolerance: 1.37244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.582877243538857, tolerance: 1.8996487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.999583928672156, tolerance: 2.0676
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.103457705692676, tolerance: 1.8534987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.386353619045327, tolerance: 1.66408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.292617989601062, tolerance: 2.1351799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.833458209143025, tolerance: 1.5323949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.726191813530702, tolerance: 1.39602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.140059396788686, tolerance: 1.28764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.11550588887897, tolerance: 1.79814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.404668010585155, tolerance: 1.9635200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.496363543242538, tolerance: 2.0046887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.678512036000942, tolerance: 1.64431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.118508229307196, tolerance: 1.69753875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.30004061417072, tolerance: 2.1242487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.266537220936733, tolerance: 2.04389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.523596510703413, tolerance: 1.62879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.83183309093253, tolerance: 1.7488750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.665950497546064, tolerance: 2.09289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.314358979049345, tolerance: 1.87898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04711597310955, tolerance: 1.9526750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.332474419033545, tolerance: 1.6340200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.204126061459327, tolerance: 1.8580887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.446953464589736, tolerance: 2.1293800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.33821917493085, tolerance: 1.8715887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.291041888664413, tolerance: 1.86809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.914795132811488, tolerance: 1.667755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.568462357231798, tolerance: 1.55431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.391181797799682, tolerance: 1.83738875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.895250423225274, tolerance: 1.75911875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.70391602250603, tolerance: 1.9396187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.445396776036098, tolerance: 1.9313550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.869658595268405, tolerance: 1.490395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.707957453910947, tolerance: 1.8252887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.733116744291475, tolerance: 1.92004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.031435432496284, tolerance: 1.9097187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.991048362433226, tolerance: 1.88703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.986126566813518, tolerance: 1.8333949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.683634282252644, tolerance: 1.63686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.10132800442071, tolerance: 2.02658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.529533322781571, tolerance: 1.61188875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.268217388789374, tolerance: 1.76171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.093303592183183, tolerance: 1.44993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.13181314733023, tolerance: 2.0907387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.398199002626278, tolerance: 1.75759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.441222186392086, tolerance: 1.4359887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.550328985574302, tolerance: 1.54378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.972318810558, tolerance: 2.16902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.2831555872325, tolerance: 1.6670387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.668129249239364, tolerance: 2.11498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.251372241169626, tolerance: 1.4510750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.271914792931728, tolerance: 2.0526
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.205604854535373, tolerance: 1.3236
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.483909241116827, tolerance: 2.0866987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.969324972018754, tolerance: 1.97563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.342373079770567, tolerance: 1.6690200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.550781301273824, tolerance: 2.03118875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.898354385409821, tolerance: 1.96441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.673301385426921, tolerance: 1.9246387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.938287688025547, tolerance: 2.16538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.012902208223753, tolerance: 1.7424387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.453742669729067, tolerance: 1.58036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.088743837309238, tolerance: 1.85189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.589000133903962, tolerance: 1.967155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.304193080855391, tolerance: 1.551195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.44396876668634, tolerance: 1.8142887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.056682275898066, tolerance: 2.0202887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.46376940294224, tolerance: 1.73212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.331479741848472, tolerance: 1.9565800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.319512329109179, tolerance: 2.02066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.277663754273677, tolerance: 1.7177
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.279199576347906, tolerance: 2.01684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.198297568095268, tolerance: 2.230675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.468045092899954, tolerance: 1.95448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.657776832254218, tolerance: 1.9086
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.325070518998054, tolerance: 1.698275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.318288390351796, tolerance: 1.55656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.82518859263301, tolerance: 1.8021200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.894617799758345, tolerance: 1.8397550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.724112109249447, tolerance: 1.9159549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.985086759836548, tolerance: 1.9336887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.133139758152321, tolerance: 1.980075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.03628766343244, tolerance: 1.7686887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.514445362407084, tolerance: 1.76439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.258253882661279, tolerance: 1.4291200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.559943287346876, tolerance: 2.00018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.753438622717, tolerance: 2.21916875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.44635738903637, tolerance: 1.71992
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.597164093208997, tolerance: 1.8786200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.706484965649448, tolerance: 1.7919949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.825944725431206, tolerance: 1.46809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.037208730348972, tolerance: 1.7540200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.712793627374474, tolerance: 1.68592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.721747628483755, tolerance: 1.38548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.828427578568217, tolerance: 2.09036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.600344239159977, tolerance: 1.6941887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.469305876306167, tolerance: 1.2095799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.168681792392345, tolerance: 1.71479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.35576330276153, tolerance: 1.7857200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.571249800613096, tolerance: 1.9699187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.423690717704666, tolerance: 1.6845949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.078516909441127, tolerance: 1.16358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.53291692969644, tolerance: 2.058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.86061916371416, tolerance: 1.2050687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.010578433770394, tolerance: 1.8507549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.89543545321364, tolerance: 1.5736387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.21296825717625, tolerance: 1.5331949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.641781370930154, tolerance: 2.037395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.359218228781444, tolerance: 1.8697200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.532488300176599, tolerance: 1.60356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.677655407930168, tolerance: 1.6175387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.843669601812, tolerance: 1.7925387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.238039165671804, tolerance: 2.01398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.81114515075832, tolerance: 1.9329887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.14113670267383, tolerance: 1.4248387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.556301287765478, tolerance: 1.710595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.53539664999728, tolerance: 1.99098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.081310506380053, tolerance: 2.1239887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.393402305023568, tolerance: 1.6037949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.792352392580113, tolerance: 2.0529987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.255306506451966, tolerance: 1.4534
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.36154027703222, tolerance: 1.901475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.767830209423266, tolerance: 1.8727
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.0340214457724, tolerance: 2.15271875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.581083413321611, tolerance: 1.90208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.37579818502599, tolerance: 1.61139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.122719651604132, tolerance: 1.56528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.606292747337905, tolerance: 1.9375
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.65908357976935, tolerance: 1.691355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.34851159825876, tolerance: 1.6964887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.566646925899924, tolerance: 1.7039949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.476264207617774, tolerance: 1.7687550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.647235380983002, tolerance: 1.7419949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.72180470392916, tolerance: 1.5940387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.25449792954095, tolerance: 1.58686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.797159367661772, tolerance: 1.519595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.701172865693572, tolerance: 1.70458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.340121155846308, tolerance: 1.97244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.930397752030053, tolerance: 1.73474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.309655026356555, tolerance: 2.0521387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.499388121699127, tolerance: 1.6398887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.4452141658889, tolerance: 1.88434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.404561946192752, tolerance: 1.7109387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.467878114458156, tolerance: 1.7689387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.77660652157135, tolerance: 2.05598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.576088586958246, tolerance: 1.316355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.995881645599504, tolerance: 1.56249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.80308286207182, tolerance: 1.8329187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.219581775152168, tolerance: 1.5502200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.950308041432002, tolerance: 2.2425
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.110004514929129, tolerance: 1.8804887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.065402356837204, tolerance: 2.0518987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.387293798216099, tolerance: 1.6186487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.360629029432994, tolerance: 1.59724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.490970440299119, tolerance: 1.4531200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.186903193451755, tolerance: 1.6421387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.995783051192372, tolerance: 1.446955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.270931119512383, tolerance: 1.66714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.458453067095299, tolerance: 1.9774387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.8841948834071, tolerance: 1.71478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.69684970073557, tolerance: 2.0189950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.984546499977768, tolerance: 1.6486200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.273697094806824, tolerance: 2.12149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.951914049684762, tolerance: 1.7441887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.713407164377287, tolerance: 1.97826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.468539309327202, tolerance: 1.63753875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.62598728353302, tolerance: 1.69298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.57958845193927, tolerance: 1.940555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.728034198417813, tolerance: 1.9823987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.905126936491328, tolerance: 1.82889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.546761106677664, tolerance: 2.2391199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.019300489594134, tolerance: 2.0405800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.443270915677632, tolerance: 1.8915187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.769951315069026, tolerance: 1.8384799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.455959644536794, tolerance: 1.72924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.638654139439463, tolerance: 1.82431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.101226134918573, tolerance: 1.7402887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.08787495429113, tolerance: 1.53553875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.753203330774014, tolerance: 2.05679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.454897405387133, tolerance: 1.82318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.082342581191776, tolerance: 1.63303875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.328650410966828, tolerance: 1.68626875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.543799848590929, tolerance: 1.7639887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.330068276700715, tolerance: 1.83692
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.05678027270161, tolerance: 2.25374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.747562635910885, tolerance: 1.4933949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.791262010753988, tolerance: 1.9124987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.658234109686187, tolerance: 1.875275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.903230215845358, tolerance: 1.6617387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.266173391577475, tolerance: 1.7095949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.196375252649998, tolerance: 1.44783875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.628706056914295, tolerance: 1.54668875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.468534735971524, tolerance: 1.5755687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.655840829556622, tolerance: 1.9801887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.364868955060377, tolerance: 1.85956875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.493476370161048, tolerance: 1.914555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.635995513220246, tolerance: 1.946075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.257983092613667, tolerance: 1.92818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.499643902195231, tolerance: 1.777555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.38712683880407, tolerance: 1.55788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.058784180050786, tolerance: 2.28182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.138712010784712, tolerance: 1.858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.292028770965393, tolerance: 1.80878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.155128375429069, tolerance: 1.35748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.376938452545314, tolerance: 2.03532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.08191699800141, tolerance: 2.1401799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.105531272830877, tolerance: 1.9225200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.148666297164671, tolerance: 2.13163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.229633451031905, tolerance: 1.51024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.523555540163578, tolerance: 1.7311949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.989549516510692, tolerance: 1.7194487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.78564495954481, tolerance: 1.627075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.501604321525248, tolerance: 1.7569887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.687495539606683, tolerance: 2.051995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.988261049145432, tolerance: 1.62418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.690477435840624, tolerance: 2.14732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.598869833643388, tolerance: 1.8273549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.995541417495357, tolerance: 1.9323949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.137422929975763, tolerance: 2.06629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.968932415365572, tolerance: 2.11302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.625091771954397, tolerance: 1.824275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.530379729719398, tolerance: 1.549555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.548832266481995, tolerance: 1.9473200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.748902643923895, tolerance: 1.87339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.34524620139128, tolerance: 1.919995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.29551790154733, tolerance: 1.8843549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.836810940122643, tolerance: 1.7153200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.109735991392904, tolerance: 1.8441949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.973836683845304, tolerance: 1.7352200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.442431812041097, tolerance: 1.8965949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.786170652622792, tolerance: 2.00006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.683395639814162, tolerance: 1.63418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.537134946010312, tolerance: 1.4488750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.518069495985277, tolerance: 1.31249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.47159881554213, tolerance: 1.60244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.868033168235662, tolerance: 1.6155187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57019767053725, tolerance: 1.8646987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.93489519581899, tolerance: 1.6785387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.840180190963704, tolerance: 1.6301550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.356860811436253, tolerance: 1.845995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.702636977584996, tolerance: 1.8323949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.648089186101208, tolerance: 1.78848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.58571171093078, tolerance: 1.7924487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.165641565512555, tolerance: 1.7151487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.166111112650597, tolerance: 1.5727
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.009097282999456, tolerance: 1.9118387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.485304767673588, tolerance: 1.75226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.69583356825477, tolerance: 2.417955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.321905076504613, tolerance: 1.7249549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.508966854367712, tolerance: 1.6876487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.725407312312887, tolerance: 1.71189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.184662480652484, tolerance: 1.885755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.626445301357286, tolerance: 1.61601875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.91504750641012, tolerance: 1.73878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.866527333767248, tolerance: 1.6545550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.691488922156955, tolerance: 1.7054200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.311008262594207, tolerance: 1.9141550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.065187498167028, tolerance: 2.08251875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.276822887031646, tolerance: 2.00773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.365554946924068, tolerance: 1.7648487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.83071626335206, tolerance: 1.6227949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.025364452610544, tolerance: 2.477395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.205486297964491, tolerance: 1.85709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.434934380549574, tolerance: 1.8355487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.898390857632123, tolerance: 2.06828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.56920298064336, tolerance: 1.9445199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.21965601760316, tolerance: 2.12832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.165240832931318, tolerance: 1.59599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.209657424836319, tolerance: 1.63609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.615047535013572, tolerance: 1.64418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.592808935519642, tolerance: 1.9307487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.64033446070567, tolerance: 1.6903987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.054766326866527, tolerance: 1.39148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.878009286226288, tolerance: 2.03408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.077658487067689, tolerance: 2.0855187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.56144240468809, tolerance: 2.06006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.966036305228144, tolerance: 1.499155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.141169984208513, tolerance: 1.73259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.650929358695308, tolerance: 1.8138200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25245580883715, tolerance: 1.752675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.285319189450266, tolerance: 2.076555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.80643965329354, tolerance: 2.023795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.94846449377167, tolerance: 1.5973887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.55370858455963, tolerance: 1.41613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.124368220612368, tolerance: 2.00024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.055970323922061, tolerance: 1.58198875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.69299510012712, tolerance: 2.187955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.002007726075338, tolerance: 2.1636987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.63730046332482, tolerance: 1.7757550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.403242449426507, tolerance: 1.4605887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.320283849280838, tolerance: 1.50813875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.366780799930577, tolerance: 1.8977887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.334375497951232, tolerance: 1.8239387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.437305150493657, tolerance: 1.59144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.878944238205428, tolerance: 1.48779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.456395246581305, tolerance: 1.49073875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.986190409356958, tolerance: 1.532395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.57847264049769, tolerance: 1.8712487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.918679756559467, tolerance: 1.40958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.483430891180046, tolerance: 1.88483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.2972977154958, tolerance: 1.76078875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.662597918167329, tolerance: 1.406555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.907427168688933, tolerance: 1.4801549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.859642816310407, tolerance: 1.5073387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.445871169151708, tolerance: 1.86326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.076423306396794, tolerance: 2.0086
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.895883891970772, tolerance: 1.77268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.34574452763372, tolerance: 1.9380887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.692946454646473, tolerance: 1.81709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.5170524531786, tolerance: 1.7753387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.54366278940787, tolerance: 1.7576887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.476451143571317, tolerance: 1.5153387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.488484942690313, tolerance: 1.74269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.413501301341121, tolerance: 1.83112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41158303161396, tolerance: 1.6052887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.55542901688289, tolerance: 2.002755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.967742938493684, tolerance: 1.57086875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.912177323582497, tolerance: 1.4790687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.566231787607492, tolerance: 1.6871887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.75051820426185, tolerance: 1.3911487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.318171718174423, tolerance: 1.88044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.74039835668104, tolerance: 2.2785800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.055688292339557, tolerance: 1.9416987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.820022299608134, tolerance: 1.734355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.906617942598803, tolerance: 1.8794987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.19006987538815, tolerance: 1.42891875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.770348420569432, tolerance: 1.5166187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.668509775771419, tolerance: 1.7269
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.117349455285787, tolerance: 1.83551875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.297942853913348, tolerance: 1.2693487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.869252716239327, tolerance: 1.682555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.448027985944808, tolerance: 1.583355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.899085302044163, tolerance: 1.37932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.410792498524867, tolerance: 2.000875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.210302510157561, tolerance: 1.7517199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.76126152390751, tolerance: 1.60102
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.525551258201904, tolerance: 1.92752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.053637658619753, tolerance: 1.4005200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.88029599745432, tolerance: 1.74839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.649825172743235, tolerance: 1.8121950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.519408375775683, tolerance: 1.57131875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.103697670535038, tolerance: 1.8488200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.93692566787505, tolerance: 2.0278750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.779146009794868, tolerance: 1.99969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.747086051173103, tolerance: 1.35458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.953083290290067, tolerance: 2.27528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.23586998356168, tolerance: 1.68264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.93155477692735, tolerance: 2.14261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.42790886205309, tolerance: 2.11258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.442210877834865, tolerance: 1.63352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.852671027426574, tolerance: 2.01248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.80101546836936, tolerance: 1.68309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.02286429914947, tolerance: 1.5412000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.417975255484123, tolerance: 1.9986887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.051644607941224, tolerance: 1.935355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.87840118894875, tolerance: 1.40769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.947545417464617, tolerance: 1.9951987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.859308182274017, tolerance: 1.7190987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.070038057338643, tolerance: 1.9599550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.98722220874332, tolerance: 2.1491987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.973886155873767, tolerance: 2.3935800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.844043606336978, tolerance: 1.63338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.142799212325293, tolerance: 1.17614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.586475356133903, tolerance: 1.9999199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.662438936998372, tolerance: 1.96279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.132386488353937, tolerance: 1.82312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.705464933252458, tolerance: 1.7384000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.21451248005651, tolerance: 1.7280799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.474181056515704, tolerance: 1.98796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61206186279059, tolerance: 1.84098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.757056134728053, tolerance: 1.92346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.284563686091985, tolerance: 2.174995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.29517909602682, tolerance: 1.8640750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.87963497462357, tolerance: 2.13392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.568679833469133, tolerance: 2.316395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.242461812770358, tolerance: 1.70659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.04118049585012, tolerance: 1.598755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.557803082347757, tolerance: 1.87304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.000977893253896, tolerance: 1.451995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.221193316910927, tolerance: 1.8009187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.176419671992754, tolerance: 2.05629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.67482052470775, tolerance: 2.04703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.372046502749782, tolerance: 1.52044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.13020576631722, tolerance: 1.9248200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.130647924809043, tolerance: 1.53236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.220164748158506, tolerance: 2.46493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.979639063652023, tolerance: 1.8539687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.64337877664244, tolerance: 1.43964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.390377003669602, tolerance: 1.38318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.834884237590522, tolerance: 1.303155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.554964063459776, tolerance: 1.494995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.9042035284492, tolerance: 2.11358875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.67164084653152, tolerance: 1.9418187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.614687771516277, tolerance: 1.9113949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.692172938575354, tolerance: 1.6245687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.045626697301767, tolerance: 1.73558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.192532108473248, tolerance: 1.8256200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.910535827756746, tolerance: 1.930075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.628487509306463, tolerance: 1.3704387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.40915265815167, tolerance: 1.94026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.821166788226986, tolerance: 1.8772387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.391335215323044, tolerance: 1.869595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.12542004929316, tolerance: 1.8562200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.788788547707544, tolerance: 1.8910387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.25995258571285, tolerance: 1.7313800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.78000244530035, tolerance: 1.7925550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.42793975585244, tolerance: 2.138795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.926784035922296, tolerance: 1.8676799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.21536638788739, tolerance: 1.8239
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.3506268900964, tolerance: 2.15482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.18525921433894, tolerance: 1.9411987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.313157782662522, tolerance: 2.03531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.978857089980355, tolerance: 1.6495949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.02976318803463, tolerance: 1.7226387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.427179166091964, tolerance: 1.9403387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.60964385949417, tolerance: 1.62066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.533962929417152, tolerance: 1.8543987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.216669794344355, tolerance: 1.9356887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.654185761721607, tolerance: 2.3634887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.13675540923491, tolerance: 2.31751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.39645851862126, tolerance: 2.43653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.887531745963452, tolerance: 1.9503487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.429863083386635, tolerance: 2.007955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.780060613981988, tolerance: 1.93382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.99305892619281, tolerance: 1.71398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.254736146560603, tolerance: 1.45294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.866465370292538, tolerance: 1.9847387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.674239639197445, tolerance: 1.85678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.42257408660648, tolerance: 2.21818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.62144160634612, tolerance: 1.733755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.408921466334085, tolerance: 1.53569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.09096474404446, tolerance: 1.8088487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.257126449741122, tolerance: 2.0997950000000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.060186803738446, tolerance: 2.32041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.411588643030363, tolerance: 1.42359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.973751030460512, tolerance: 1.80686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.966226599456544, tolerance: 2.0953887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.794392010030684, tolerance: 1.41844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.012604447553393, tolerance: 1.73826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.651034207624487, tolerance: 1.8189987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.851776630994756, tolerance: 1.236
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.928830803052474, tolerance: 2.1571549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.85575477455207, tolerance: 2.1625187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.506674878442794, tolerance: 2.10091875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.07980394397029, tolerance: 1.9391550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.477564469075094, tolerance: 1.7507949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.797867718657024, tolerance: 1.969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.9771658807183, tolerance: 1.6991887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.166872092489452, tolerance: 2.0962387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.3787719456331, tolerance: 1.8276200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.990531817770627, tolerance: 1.5752887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.72544693700022, tolerance: 1.9657887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.941236858071985, tolerance: 1.69209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.207920438201857, tolerance: 1.7344887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.570490477768034, tolerance: 1.7242387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.660744648514353, tolerance: 1.6477550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.617240492347104, tolerance: 1.36879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.005266370380223, tolerance: 1.5435387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.665597832270315, tolerance: 1.8698750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.17207511552104, tolerance: 1.5278487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.212872825870633, tolerance: 1.7697887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.835661711878307, tolerance: 1.99469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.294860899738634, tolerance: 1.71452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.33355667963983, tolerance: 1.76789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.21161367528052, tolerance: 2.0733487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.670540159962453, tolerance: 1.8400387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.897920593918165, tolerance: 1.8980887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.29767987552594, tolerance: 1.7034887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.559911208249694, tolerance: 1.7427487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.681618338798373, tolerance: 1.6446887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.34364739391462, tolerance: 1.9161949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.453643833848158, tolerance: 1.693355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.227832517465224, tolerance: 1.8087199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.38025841449009, tolerance: 1.63343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.12670400869504, tolerance: 1.63248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.5895048382571, tolerance: 2.2461487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.10876515928528, tolerance: 1.3095
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.651578407792627, tolerance: 2.1231950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56618922126851, tolerance: 1.79272
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.889594473837683, tolerance: 1.8139487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.051330518638498, tolerance: 1.7335
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.612135745073424, tolerance: 1.8931200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.67858784223085, tolerance: 1.9334887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.40697001627633, tolerance: 1.9195949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.703265015128842, tolerance: 1.67106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.19609621733297, tolerance: 1.51348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.169459172766487, tolerance: 1.77608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.159462821728592, tolerance: 1.54929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.024830508535043, tolerance: 1.61609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.09387536200311, tolerance: 2.14004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.683576644708502, tolerance: 1.6023200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.69496405111479, tolerance: 1.5657949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.324524154471877, tolerance: 1.9776
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.63947723275102, tolerance: 1.7925949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.127894156517424, tolerance: 2.1576887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.846182453698685, tolerance: 1.54388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.714186803967806, tolerance: 1.7172
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.21921538854715, tolerance: 1.6769549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.788327271205667, tolerance: 1.7239949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.736679046207975, tolerance: 1.7487949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.47796975813056, tolerance: 1.68348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.72709625960029, tolerance: 1.9257549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.69691978356247, tolerance: 1.64943875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.34765192908678, tolerance: 1.68948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.406383440748492, tolerance: 1.51799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.250094034274277, tolerance: 1.6541200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.044670305929127, tolerance: 1.4125387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.35240376303236, tolerance: 1.4976987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.25448154858162, tolerance: 1.9654887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.23240322416228, tolerance: 1.905555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.970061321972796, tolerance: 1.4335387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37707649380428, tolerance: 1.52904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.505629909729405, tolerance: 2.10354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.73944421654433, tolerance: 2.2503487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.525883035671146, tolerance: 2.166875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.641727953631595, tolerance: 1.4307800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.77281265337292, tolerance: 1.38211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.494635443372676, tolerance: 1.92681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.17763799525833, tolerance: 1.53423875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.961536687113895, tolerance: 1.5783200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.042089855321247, tolerance: 1.28038875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.1263887785022, tolerance: 1.69369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.585392297220363, tolerance: 1.7117
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.14673971464712, tolerance: 1.829155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.933381144980924, tolerance: 1.76384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.74834907751395, tolerance: 1.574355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.55582743806373, tolerance: 1.58178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.097127381979533, tolerance: 1.75911875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.22706661439117, tolerance: 1.46224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.53515715295287, tolerance: 1.54958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.606372584005015, tolerance: 2.0214387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.548042932074168, tolerance: 2.095995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.24752931716682, tolerance: 1.89208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.70307692429574, tolerance: 2.09269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57574193212612, tolerance: 2.1555887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.537302913323117, tolerance: 1.3924
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.25536227432455, tolerance: 1.52416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.876096879641885, tolerance: 2.11404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.81225489967848, tolerance: 1.1794987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.415338967677613, tolerance: 1.74984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.671717573882567, tolerance: 1.44699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.57171540453815, tolerance: 1.367675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.032110083489048, tolerance: 1.48112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.432326244035504, tolerance: 1.9995200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71442381726941, tolerance: 1.9315187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.317047525895493, tolerance: 1.1542387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.277334936075196, tolerance: 1.8081949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.640885208435172, tolerance: 1.860875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.86791888071843, tolerance: 1.55599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.94611932210516, tolerance: 2.18048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.529484276002826, tolerance: 1.665555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.49077531378974, tolerance: 1.9245949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.287363043802294, tolerance: 1.7503949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.23216487588944, tolerance: 1.68868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.592140421566626, tolerance: 1.88609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.017824490004532, tolerance: 1.6459949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.588629939542837, tolerance: 1.61876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49357389181217, tolerance: 2.0260200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.386759160491346, tolerance: 2.20443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.441270594543457, tolerance: 2.0365949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.853373592677443, tolerance: 1.7542799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.068041851940396, tolerance: 2.3469550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.34813834463345, tolerance: 2.0433550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.614075762362797, tolerance: 1.763755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20025687346271, tolerance: 1.7875950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.386353063665535, tolerance: 2.5021199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.967140960695314, tolerance: 1.83089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.469796644212153, tolerance: 1.7467199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.452239057983196, tolerance: 2.1391799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.25891911747962, tolerance: 1.7527949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.906310314416492, tolerance: 1.5155550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.734598532494491, tolerance: 1.9732200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.897074586681217, tolerance: 1.61704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.715715955249436, tolerance: 1.746995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.468928297032742, tolerance: 1.91996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.477781491775827, tolerance: 1.77662
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.351381670526067, tolerance: 2.30589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.434856422193878, tolerance: 2.06339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.918387148954032, tolerance: 1.7934387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.088199691332505, tolerance: 2.0514187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.387450912467163, tolerance: 1.7059949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.416944273197355, tolerance: 1.8074887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.62336775097124, tolerance: 2.3321487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.90097722286251, tolerance: 1.7338987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.909166494864781, tolerance: 1.8927949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.434102134589843, tolerance: 2.17128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.446935861448548, tolerance: 2.2749200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.69398470415288, tolerance: 1.78154875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.393566104027023, tolerance: 1.5351949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.194425416757632, tolerance: 2.16558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.745588699210158, tolerance: 1.95119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.441717770525331, tolerance: 1.90628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.619440135896188, tolerance: 1.5081887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.694738684981733, tolerance: 1.9337949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.796289745209517, tolerance: 1.5393550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.533239654386295, tolerance: 1.81141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.382672168282957, tolerance: 1.93611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.839625744169293, tolerance: 1.8231387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.285903158605372, tolerance: 1.861555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.480289509938398, tolerance: 1.74578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.41338015730923, tolerance: 1.7855549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.77889214855074, tolerance: 1.9752487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.686082640161478, tolerance: 2.2500387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.779235752079883, tolerance: 1.71452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.887690914664502, tolerance: 2.0460000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.7344743327327, tolerance: 2.3343949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.388248574849348, tolerance: 2.0202887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.93007431677597, tolerance: 1.8415987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.359186038252844, tolerance: 1.989755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.716825466615845, tolerance: 1.72452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.532296227745341, tolerance: 1.8021800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.645359887849013, tolerance: 1.85156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.38516142160498, tolerance: 1.8630487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.11233588218638, tolerance: 1.8891800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.17769324522271, tolerance: 2.14198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.882672128890192, tolerance: 2.0845200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.955510708057176, tolerance: 2.128155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.659311926788853, tolerance: 1.99198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.083176997856075, tolerance: 1.7700200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.70633838834428, tolerance: 2.2945549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.043386749615138, tolerance: 1.8245550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.499966015343134, tolerance: 2.2289549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.780366784780234, tolerance: 2.038355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.924637841827128, tolerance: 2.170475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.543901705875854, tolerance: 1.8859887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.692432477486964, tolerance: 1.8624387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.273516140181574, tolerance: 1.9228487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.091849231376187, tolerance: 1.79099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.675905147950626, tolerance: 1.654355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.170548014498843, tolerance: 2.368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.2740494939438, tolerance: 2.013795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.47656935093465, tolerance: 1.9532987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.470701318852008, tolerance: 2.52852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.017550451709514, tolerance: 1.3939387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.31196863021463, tolerance: 1.84969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.101332856110998, tolerance: 1.8789550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.974293412795522, tolerance: 1.5252750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.945751063252539, tolerance: 2.463995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.678861276443683, tolerance: 1.7516200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.868858948872038, tolerance: 1.9792987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.60457996117642, tolerance: 1.597355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.607933601252757, tolerance: 2.4922987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.598070276610056, tolerance: 2.0162887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.825805901859246, tolerance: 2.0028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.740222873303026, tolerance: 2.30888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.118444775569268, tolerance: 1.89388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.155316771241008, tolerance: 2.02619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.095259643672247, tolerance: 2.1171987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.985292887089297, tolerance: 1.75786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.455051614575837, tolerance: 2.3599949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.924805344017095, tolerance: 2.33779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.205607297379682, tolerance: 2.06178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.3640636148611, tolerance: 1.75868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.485503884929285, tolerance: 1.7019887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.694844390716813, tolerance: 2.0467800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.269714449851797, tolerance: 1.921355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.046674043096743, tolerance: 1.98518875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.396170006806914, tolerance: 1.68622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.810652296311998, tolerance: 1.34498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.903613678039466, tolerance: 2.485195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.97951651970232, tolerance: 1.76391875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.874790570377787, tolerance: 1.9840487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.88082213029789, tolerance: 1.79151875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.559808117638756, tolerance: 1.3788799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.20237385551712, tolerance: 2.3703487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.635926821908917, tolerance: 1.930755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.23034904950591, tolerance: 1.8073949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.857331941261005, tolerance: 1.52899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.217811173510622, tolerance: 1.8734887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.582910513661005, tolerance: 1.8645800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.38940878935184, tolerance: 1.47183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.177289185103234, tolerance: 2.4297
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.170109264151492, tolerance: 1.8870200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.560445353607193, tolerance: 1.86988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.440107645330993, tolerance: 1.66198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.554408432442987, tolerance: 1.97721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.533611002976624, tolerance: 1.720355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.09909957719271, tolerance: 2.05526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.583683717838714, tolerance: 1.49759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.067005755136956, tolerance: 1.72478875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.894081915973363, tolerance: 2.02598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.11656390345735, tolerance: 2.0640799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.710866172194999, tolerance: 2.04623875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.277411495856562, tolerance: 1.8384200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.737145615269437, tolerance: 2.1642887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.656808025877215, tolerance: 2.3168687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.262595054387006, tolerance: 2.4645949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.06731647765357, tolerance: 1.6897887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.360277991530335, tolerance: 2.26608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.88613449772364, tolerance: 2.56528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.834827827310509, tolerance: 1.9812387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.458135566766423, tolerance: 1.5343187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.81478445289365, tolerance: 2.491195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07209516969281, tolerance: 1.54639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.36221669664325, tolerance: 1.97488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.618685928662686, tolerance: 1.9185987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.815876423485005, tolerance: 2.2411000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.58989777418924, tolerance: 1.5663
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.126843524893935, tolerance: 2.0802387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.773274216379228, tolerance: 1.7841887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.024539006039156, tolerance: 2.59264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.071409023025755, tolerance: 2.268475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.170546495345363, tolerance: 1.9060487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.194454030531226, tolerance: 1.7563549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.726510932242846, tolerance: 2.2687800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.14377459985687, tolerance: 2.08168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51268766309184, tolerance: 2.0161549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.742269445545688, tolerance: 2.32321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.705699268000373, tolerance: 1.9449887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.671300017886455, tolerance: 1.63448875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.123630947831458, tolerance: 1.6935200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.952690147907422, tolerance: 1.9786200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.370594136224547, tolerance: 1.93088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.968491817036995, tolerance: 2.0549199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.040231993907813, tolerance: 2.05403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.36609381625938, tolerance: 2.3509200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.831916349377828, tolerance: 2.0070487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.455412021496425, tolerance: 1.94398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.294187531475613, tolerance: 1.5634000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.716483509763563, tolerance: 1.8231187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.710904549827138, tolerance: 2.1977550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.36890082281924, tolerance: 1.74858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.16874988051353, tolerance: 2.043795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.746787188160816, tolerance: 2.165955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.543882775588674, tolerance: 1.8079687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.225636035568765, tolerance: 2.213955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.244615218651603, tolerance: 2.061
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.55632084540094, tolerance: 1.59708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.53954461725416, tolerance: 2.03834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.272207141386684, tolerance: 1.8435550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.595707942710995, tolerance: 2.2149887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.00083062102618, tolerance: 2.2743987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.65575365071348, tolerance: 2.05569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.776452305241722, tolerance: 2.32652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.057090257078098, tolerance: 2.16718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.021167656781422, tolerance: 1.9598887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.991234952441243, tolerance: 1.85979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.525002225412617, tolerance: 1.6078200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.627802428916905, tolerance: 2.192355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.50307691381542, tolerance: 1.806275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.986234497049633, tolerance: 1.8182387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.060270657535828, tolerance: 1.8741387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.181431854279865, tolerance: 1.82259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.900640599664115, tolerance: 1.93114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.138263334479525, tolerance: 1.52403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.001435516470416, tolerance: 1.9775487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.963432189713917, tolerance: 2.25888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.658827175617215, tolerance: 2.255675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.292234309789215, tolerance: 2.1171549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.059234061804133, tolerance: 1.82922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56070902645708, tolerance: 1.87576875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.718707266817773, tolerance: 2.43068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.82782144160134, tolerance: 2.099395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.160856518556127, tolerance: 1.9086750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.197717864857545, tolerance: 1.7852000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.872567484202932, tolerance: 1.43398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.107665483935772, tolerance: 2.30949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.680400812039801, tolerance: 1.6066487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.376818139906993, tolerance: 2.1443887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.568804472794167, tolerance: 1.7755487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.473478863472058, tolerance: 1.842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.96982154875486, tolerance: 1.7548487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.537603785269779, tolerance: 1.62273875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.721031901551118, tolerance: 1.80062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.58740938614284, tolerance: 1.75452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.514332643880785, tolerance: 1.7878200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.258533530148068, tolerance: 1.36961875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.861630957126767, tolerance: 2.0678487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95229354070774, tolerance: 1.6628887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.870825302538986, tolerance: 1.79348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.670178342542524, tolerance: 1.9294187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.34787099175702, tolerance: 1.79024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.691024087382786, tolerance: 1.64458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.487387270936996, tolerance: 1.64858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.438767856975442, tolerance: 1.594195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.548666891450047, tolerance: 2.0597487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.79207558353888, tolerance: 1.558475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.43863890753667, tolerance: 2.19708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.303430434832247, tolerance: 1.9010987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.663148169021394, tolerance: 1.95639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.882656236077997, tolerance: 1.6465949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.943775893672687, tolerance: 2.2270887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.633356433450263, tolerance: 1.83653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.274248902066367, tolerance: 1.317795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.432261029099408, tolerance: 2.24003875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.16684766161623, tolerance: 1.977
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.62003025305688, tolerance: 1.92688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.81779613192154, tolerance: 1.6726887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.202379159771063, tolerance: 1.9526487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.76492038186503, tolerance: 1.7710387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.226786199068435, tolerance: 1.643755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.525348109766774, tolerance: 2.07039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.785450790583496, tolerance: 1.9964799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.877137825466445, tolerance: 1.9326200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.945783513256012, tolerance: 1.878955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.977934699241636, tolerance: 2.273755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.20657666719866, tolerance: 2.30016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.893454572570374, tolerance: 1.8903987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.340195578493327, tolerance: 1.6391887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.180158930537168, tolerance: 2.335355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.840892382631345, tolerance: 2.01259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.19539191475342, tolerance: 1.863075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.751649963330824, tolerance: 1.6869687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.318899448935081, tolerance: 1.4947987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37953772078484, tolerance: 1.89718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.437833482332547, tolerance: 1.9966887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.886161846459924, tolerance: 1.855795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.35342544896396, tolerance: 2.0238387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.904716573482858, tolerance: 1.904355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.419761407095493, tolerance: 1.61628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.780700062638504, tolerance: 1.4747949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.07876705461467, tolerance: 1.92304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.867679340247857, tolerance: 2.0859550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.853336731052334, tolerance: 1.8869
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.592698477092835, tolerance: 2.0723550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.53125980383752, tolerance: 2.0553800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.308432482895167, tolerance: 1.77852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.47267618318439, tolerance: 1.4507387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.648997477235287, tolerance: 1.62378875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.641384447935737, tolerance: 2.0357387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.703670064190735, tolerance: 1.7365000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.393766112722474, tolerance: 2.22452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.520880478710183, tolerance: 1.7132200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.708018637166354, tolerance: 1.851155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.435264009181168, tolerance: 1.6575550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.424539421976064, tolerance: 1.72159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.013791771542117, tolerance: 2.005555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.306462022937136, tolerance: 1.7787387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.57848761745025, tolerance: 1.800995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.074396560701562, tolerance: 1.9837187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.50389959312969, tolerance: 1.7819949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.217434069458829, tolerance: 1.83174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.328073576104487, tolerance: 2.2755387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.726211533995425, tolerance: 1.527755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.606215121132884, tolerance: 1.61048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.79268173323948, tolerance: 1.9243387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.337093570030838, tolerance: 2.0232200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.587316126705266, tolerance: 2.0457387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.908380300379925, tolerance: 2.14948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.587829672380128, tolerance: 1.8150387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.388963259861338, tolerance: 1.78629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.328159240370955, tolerance: 1.7004987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.370652630843432, tolerance: 1.7133887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.695413393073938, tolerance: 2.18511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.170728012881117, tolerance: 1.67822
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.83805621226048, tolerance: 1.95658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.789525409055916, tolerance: 2.2062487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.957127673452543, tolerance: 1.387155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.413735427409073, tolerance: 1.74619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.824081805238185, tolerance: 1.6113187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.703575158350857, tolerance: 1.9727887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.947758462552734, tolerance: 1.7264000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.726058118540671, tolerance: 1.616955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.262413580498315, tolerance: 1.9616200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.568356090922734, tolerance: 2.15118875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.109627077436073, tolerance: 1.70022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.464520788180835, tolerance: 1.744475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.504759784978965, tolerance: 1.414955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.45471793161598, tolerance: 2.3225687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.999372439528406, tolerance: 1.6652200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.43861565694494, tolerance: 1.72199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.120826218415388, tolerance: 1.71574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.273176772088057, tolerance: 1.62098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.31484283469636, tolerance: 1.88349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.927014369536792, tolerance: 2.006155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.516479871975864, tolerance: 1.7329949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.047098651045523, tolerance: 1.7752687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.462542033992964, tolerance: 1.6528887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72963079211578, tolerance: 2.031395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.3148496203903, tolerance: 2.12803875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.503361330000363, tolerance: 1.540755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.217694744165456, tolerance: 1.9206200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.985812911619963, tolerance: 1.57608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.630951146033148, tolerance: 1.95012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.882720884213036, tolerance: 1.25754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.004452784718925, tolerance: 1.9559487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.59048430212443, tolerance: 1.8247949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.037239677329318, tolerance: 1.8495487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.675367480009047, tolerance: 2.0433887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.004024280374022, tolerance: 2.08812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.20804625150693, tolerance: 1.338955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.89043131659239, tolerance: 1.9035000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.575677398254204, tolerance: 1.81669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.51232744455728, tolerance: 1.5156200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.288052429987644, tolerance: 1.5871887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.662654892529225, tolerance: 1.53171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.865585720787461, tolerance: 1.5831187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.343146361743143, tolerance: 1.49549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.608475590467958, tolerance: 1.41806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.61089878737161, tolerance: 1.860555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.485836903660818, tolerance: 1.33474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.592103461587172, tolerance: 1.79028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.099194744122553, tolerance: 1.57136875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.162909261998717, tolerance: 1.95451875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97780247644716, tolerance: 1.5869187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.587563469061173, tolerance: 1.996595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.007701176135377, tolerance: 2.239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.538750470382148, tolerance: 1.9512800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.471484032522227, tolerance: 2.14238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.908015336732653, tolerance: 2.24008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.330389995998004, tolerance: 1.8404887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.490463558102359, tolerance: 1.37903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.503650385404601, tolerance: 1.8337687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.497087149569502, tolerance: 1.45443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.486399261153029, tolerance: 2.0857187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.85036355515175, tolerance: 1.8978750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.509804977203117, tolerance: 1.642955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.41121623961188, tolerance: 1.8396200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.419164881587307, tolerance: 1.54069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.194926424004617, tolerance: 1.908875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.6455413211895, tolerance: 1.79159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.989378859180974, tolerance: 1.52428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.60751373291949, tolerance: 1.29999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.713758149147935, tolerance: 1.76008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.599676911954262, tolerance: 1.660555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.194379994576765, tolerance: 1.8771949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.422835899591545, tolerance: 1.5614387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.385146434902307, tolerance: 1.5742387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.570754794242532, tolerance: 2.0702987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.484873076647936, tolerance: 1.241395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.32764111294387, tolerance: 1.82082
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.774030938132686, tolerance: 1.8080887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.03423800536312, tolerance: 1.94753875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.657052115035455, tolerance: 1.87962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21143681946997, tolerance: 1.8422799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.943631881591028, tolerance: 2.02869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.139377786205184, tolerance: 1.48852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.22496484308994, tolerance: 1.613155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.91830356590198, tolerance: 2.3887887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.124866247583594, tolerance: 2.00178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.097059259844423, tolerance: 1.43454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.370479560891262, tolerance: 1.6425687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.294763960248567, tolerance: 1.85309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38183534861511, tolerance: 1.8604387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.89742114359594, tolerance: 2.553875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.60241197991988, tolerance: 1.7624887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.36588060973442, tolerance: 2.085
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.124148590681198, tolerance: 2.004955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.054952449186212, tolerance: 1.5006887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.842502125953562, tolerance: 1.6881187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.688093805523017, tolerance: 1.40863875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.476633475363712, tolerance: 1.81004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.67628491068456, tolerance: 1.5521
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.253154246959834, tolerance: 1.7650387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.1444167381289, tolerance: 1.67138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.55549985834093, tolerance: 1.6446687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.99228549347836, tolerance: 1.8773949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.472685663686498, tolerance: 1.8083887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.004075371118894, tolerance: 1.439155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.82132145742383, tolerance: 2.0575799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.38191915252915, tolerance: 1.083955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.576214392823758, tolerance: 1.9623387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.48479549737758, tolerance: 2.2285799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.697807330414513, tolerance: 1.4400987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.23604596526343, tolerance: 1.908875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.037444589526565, tolerance: 1.64359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.447854587516144, tolerance: 1.709475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.998556316919842, tolerance: 1.42008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.099692084176997, tolerance: 1.7723487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.1655300940472095, tolerance: 1.9913800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.629672570633684, tolerance: 1.495475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.057681939044283, tolerance: 1.77648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.296808053537344, tolerance: 1.751955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.711146627762812, tolerance: 2.39723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.008746068281912, tolerance: 1.67024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.708504678534624, tolerance: 2.01261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54922316880467, tolerance: 1.6507887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.029493906351322, tolerance: 2.11092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.158260605327248, tolerance: 1.75701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.772089013530985, tolerance: 1.25863875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.495866579079458, tolerance: 1.7275549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.18972654391428, tolerance: 1.49228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.10473244961213, tolerance: 2.1383487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.07231943923219, tolerance: 1.5929987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.51923678810138, tolerance: 2.3881550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.423864792700524, tolerance: 1.8758750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.247374657481004, tolerance: 1.8364387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.152883544719886, tolerance: 1.7267687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.19641476725493, tolerance: 1.8448187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.177497630839078, tolerance: 1.9784987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.625686151397286, tolerance: 2.03861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.82311796050144, tolerance: 1.7619949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.617042088881618, tolerance: 1.813955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.83130464970796, tolerance: 1.69639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.85693844411314, tolerance: 1.7217487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.818579593020505, tolerance: 1.7834
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.965271825618185, tolerance: 1.9569199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.684445277841153, tolerance: 2.0323949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.729799108994378, tolerance: 1.346795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.530602630441177, tolerance: 1.7328987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.010290249614954, tolerance: 1.8107550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.255129703938614, tolerance: 1.81199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.50825666917398, tolerance: 1.5170750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.247400275468255, tolerance: 2.1996487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.120639763324789, tolerance: 1.88914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.756357436341432, tolerance: 1.7911949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.628464767476158, tolerance: 1.79174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72758062913216, tolerance: 1.683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.062274780331254, tolerance: 1.58118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.715278508054785, tolerance: 1.7241199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.427118137518423, tolerance: 1.37113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.08319872298117, tolerance: 1.6873887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.688122890494803, tolerance: 2.1598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.794704420597897, tolerance: 1.9425487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.574606307591415, tolerance: 1.43069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.803603145712074, tolerance: 1.8468387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.952399804946126, tolerance: 1.809755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.64699422404183, tolerance: 1.8226799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.913210951099508, tolerance: 2.40682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.403647255888616, tolerance: 1.8417687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.806775676190426, tolerance: 1.9060687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56569593500679, tolerance: 2.383155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.439468645642528, tolerance: 1.9793550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.984874892332414, tolerance: 1.7741800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.431724739552866, tolerance: 1.8172000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.706596771938173, tolerance: 1.9724387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.386059060661747, tolerance: 1.99026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.65885833549194, tolerance: 1.9174187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.799968245702473, tolerance: 1.7098799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.03496149056923, tolerance: 1.715675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.947593250899196, tolerance: 2.00159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.775486241275386, tolerance: 1.9089887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.849172211721873, tolerance: 1.5131887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.545549971434426, tolerance: 1.9141949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.798015233205582, tolerance: 1.9285687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.96728276682005, tolerance: 1.9803887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.727042539328268, tolerance: 1.7579549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.611704582701684, tolerance: 1.8711487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.2635219884271, tolerance: 1.58863875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38054452510632, tolerance: 1.6134000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.61895151098064, tolerance: 2.1466387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.435739367611223, tolerance: 1.8766387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.654778465892825, tolerance: 2.01539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.331840903010242, tolerance: 1.6067387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.859738021835415, tolerance: 1.499755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.93209257486374, tolerance: 1.6433
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.746690473552547, tolerance: 1.9998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.301836568511394, tolerance: 2.30134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.36187456897568, tolerance: 1.8497949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.738418662742905, tolerance: 1.9577949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.650661511737965, tolerance: 1.9699887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.252502431680755, tolerance: 1.86909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.700528967789921, tolerance: 1.75639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.35270687912181, tolerance: 1.98544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.152368951382414, tolerance: 1.69704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.95449837916089, tolerance: 2.04976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.09132726229379, tolerance: 1.8462987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.754891665793313, tolerance: 1.7728799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.33935786876499, tolerance: 2.4781887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.44334381617816, tolerance: 2.09622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.779335638215013, tolerance: 1.99699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.733349668099393, tolerance: 1.57058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.634438892808927, tolerance: 1.9943199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.757702875560614, tolerance: 1.9651987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.500951396371157, tolerance: 1.4929887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51578712816391, tolerance: 1.8891
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.385571754192668, tolerance: 1.78063875
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.256964560362437, tolerance: 1.97002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.11080192417085, tolerance: 1.62658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39033081996788, tolerance: 1.51054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.50360697108361, tolerance: 1.5326887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.157853032484155, tolerance: 1.9847550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.555584973364105, tolerance: 1.8767387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.15653938304494, tolerance: 1.6967199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.507324722015404, tolerance: 1.88523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.64360111780426, tolerance: 1.7035799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.441925504730225, tolerance: 1.87051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9332439245881616, tolerance: 1.31814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.89818103502032, tolerance: 1.48233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.453074938934805, tolerance: 1.4302387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.231302280301527, tolerance: 1.7345887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.311192520389177, tolerance: 1.52574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.501336170861133, tolerance: 1.43236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.970065113969703, tolerance: 1.68333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.40221965132895, tolerance: 1.53119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.99468133187334, tolerance: 1.95329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.223975484251056, tolerance: 1.17368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.191665722953903, tolerance: 1.6688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.805188191819326, tolerance: 1.39918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.820690633966194, tolerance: 1.8769200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.257936509288164, tolerance: 1.9413387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.28208174441373, tolerance: 1.7710799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.665600246405905, tolerance: 1.84443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.517346135809056, tolerance: 1.3784987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.324105349733827, tolerance: 2.2278687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.04984130407283, tolerance: 2.01132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.138196789046475, tolerance: 1.6455387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.203643912205504, tolerance: 1.878875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.54818219534367, tolerance: 1.7918887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.27146952360927, tolerance: 1.92659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.98722727763745, tolerance: 1.926755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.35312196413912, tolerance: 1.58179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.0473154706528, tolerance: 1.7914487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57308756919252, tolerance: 1.51799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.58745002923867, tolerance: 1.82719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.29276465045817, tolerance: 2.01778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.2310026001892, tolerance: 1.27864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.7247375705969, tolerance: 1.451755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.587706095197525, tolerance: 1.623395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.096913721534833, tolerance: 1.626195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.39682494864398, tolerance: 1.9355549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.05347642403187, tolerance: 1.9905199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.394122384728966, tolerance: 1.348475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.94655918351321, tolerance: 1.670755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.665440441873482, tolerance: 1.8370487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.96599969809956, tolerance: 1.59768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.148105310412673, tolerance: 2.143875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.83350629400173, tolerance: 2.05252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.016215420745695, tolerance: 1.7001800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.460373363888237, tolerance: 1.7295
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.02011169236376, tolerance: 1.77129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.25208997850007, tolerance: 1.5995387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.101042323180813, tolerance: 1.35544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.535985868252222, tolerance: 1.6639887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.343535395975454, tolerance: 1.92489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.718396072206836, tolerance: 1.42802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.806041656004364, tolerance: 1.38621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.93005851597419, tolerance: 1.77081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.678202636562425, tolerance: 1.8018387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.373475663386923, tolerance: 1.5120487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.0451207641096, tolerance: 2.2212187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.26935255351109, tolerance: 2.0996200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.629747904578906, tolerance: 1.8029950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.97572400284669, tolerance: 1.57239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.87319998143636, tolerance: 1.9296987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.526867493577566, tolerance: 1.4566387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.66508432104064, tolerance: 2.21018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.08489940948658, tolerance: 2.6804487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.04895162031606, tolerance: 1.81883875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.11131751044435, tolerance: 1.82306875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.38935946972637, tolerance: 1.67999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37769541545562, tolerance: 1.9179487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.724519238224019, tolerance: 1.23134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.00044720122054, tolerance: 1.780875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.40888358179247, tolerance: 1.5807887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.167446603299307, tolerance: 1.65229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.47790380810643, tolerance: 1.423955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.68129126881712, tolerance: 1.48038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.48322523150294, tolerance: 1.59078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.256167843826024, tolerance: 1.39949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.498597722469356, tolerance: 1.5766200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.9371981243861, tolerance: 1.76721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.27200650341907, tolerance: 2.2608200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.43008061883096, tolerance: 1.82709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.05000903169586, tolerance: 1.58161875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.909014958031054, tolerance: 1.6119687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.15458054939585, tolerance: 1.290475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.322893606625577, tolerance: 1.42953875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.72629925187859, tolerance: 1.8114387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.36913399556427, tolerance: 1.94288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.473316440130162, tolerance: 1.6038887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.45403406292948, tolerance: 1.9104887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.37220119343644, tolerance: 1.47444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.375381462741586, tolerance: 1.37298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.757819475982497, tolerance: 1.9910487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.59025709794237, tolerance: 1.937275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.656514596235183, tolerance: 1.5050799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.581871445557663, tolerance: 1.83828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.00198610614359, tolerance: 1.88924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.226295752860846, tolerance: 1.88069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.58982807736489, tolerance: 2.2189487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.187928001770516, tolerance: 1.83736875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.21755457949855, tolerance: 2.2010887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.533821067752925, tolerance: 1.56309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.884605013799465, tolerance: 1.44528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.71504876681371, tolerance: 2.27621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.07677015948705, tolerance: 1.51724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.739525366688834, tolerance: 1.6140750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.036006403098735, tolerance: 2.0231799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.46009603373733, tolerance: 1.4533387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.76170435332557, tolerance: 2.2804200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.014816242287715, tolerance: 1.8797800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.449950824161256, tolerance: 1.9256000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.636939831283364, tolerance: 2.1808387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.18560156084982, tolerance: 2.01279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.270501814755825, tolerance: 2.060755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.08120466384452, tolerance: 1.81318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.34322147146397, tolerance: 1.8357487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.768350283197897, tolerance: 1.77906875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.705212381133741, tolerance: 1.8807387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.903631606958406, tolerance: 2.238995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.93735639804069, tolerance: 2.37279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.088962307366586, tolerance: 2.2865
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.12394984624811, tolerance: 2.0730750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.42575431976755, tolerance: 1.82702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.747296440750844, tolerance: 1.98059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.07125075288328, tolerance: 1.635995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.71854378108817, tolerance: 1.69299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.46333107290252, tolerance: 2.156155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.00788510707365, tolerance: 2.14369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.790867239131735, tolerance: 1.91411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.638356833215134, tolerance: 2.76294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.09951201324199, tolerance: 2.251475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.9227844899702, tolerance: 2.5069549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.158776776883656, tolerance: 1.7935387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.4359426107263, tolerance: 2.03528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.448883645407925, tolerance: 2.05716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.5911927149549, tolerance: 2.0932887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.041850727233463, tolerance: 1.8045949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.494797792129248, tolerance: 2.10232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.19074752252986, tolerance: 2.3590799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.483236874033906, tolerance: 1.7097887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.00349088305906, tolerance: 2.32538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.40411719596327, tolerance: 2.3028887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.6509559365676, tolerance: 2.15904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.583812081351795, tolerance: 1.8579200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.97347420533242, tolerance: 1.89349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.787130121982898, tolerance: 1.647355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.29351746006287, tolerance: 1.9183199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.25561431784688, tolerance: 1.7187387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.78825733000196, tolerance: 1.7730799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.97712006358, tolerance: 1.6443687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.7544950643029, tolerance: 2.30152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.917612732853126, tolerance: 2.1287799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.02513114128999, tolerance: 1.8930387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.66875487232608, tolerance: 1.64526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.368165637677027, tolerance: 2.3024487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.71762944468363, tolerance: 1.66216875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.79522560934013, tolerance: 2.2675187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.315795634130623, tolerance: 2.01544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.36012377724901, tolerance: 1.998955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.05274591511378, tolerance: 1.6045200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.4924366979194, tolerance: 1.9169549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.14975479307198, tolerance: 2.0215949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.504194672681116, tolerance: 2.4635000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.250258054712916, tolerance: 2.4822987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.687114450340616, tolerance: 2.03932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.458320682551836, tolerance: 2.32988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.391292986758025, tolerance: 2.1688387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.9217376870856, tolerance: 2.27744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.854877371315087, tolerance: 1.59571875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.218474261850055, tolerance: 2.0857949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.294036910474084, tolerance: 1.9323887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.603488196934478, tolerance: 2.0609949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.86372910265855, tolerance: 2.1679387500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.71635295538304, tolerance: 1.8683887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.03673352069772, tolerance: 2.17728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.086102661316804, tolerance: 2.2573549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.586783674076216, tolerance: 1.8957199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.016370679051406, tolerance: 1.6875550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.41093987588792, tolerance: 2.05258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.277724862518948, tolerance: 2.13616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.69630384986788, tolerance: 2.019275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.94251424710094, tolerance: 2.0933
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.033175269582152, tolerance: 1.4445887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.354616174216346, tolerance: 1.7895387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.700520796626257, tolerance: 2.112955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.818310194457275, tolerance: 2.15223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.263302973590314, tolerance: 2.007275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.011916823189367, tolerance: 2.315875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.269125810263994, tolerance: 1.8435387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.615594536522327, tolerance: 2.1071
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.39341614617296, tolerance: 2.219595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.29742858632809, tolerance: 2.2665200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.763357953182556, tolerance: 1.8731887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.754872550471436, tolerance: 1.5669549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.620271183690136, tolerance: 2.249595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.044262539924468, tolerance: 2.2000687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.727842625443063, tolerance: 2.1311550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.750644215967014, tolerance: 2.32978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.477115919483126, tolerance: 2.8389
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.75747091229185, tolerance: 1.97964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.56842283410363, tolerance: 1.795395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.72221333621322, tolerance: 2.00688875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.39195425886001, tolerance: 1.5995949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.341472611318256, tolerance: 1.69183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.6801697305997, tolerance: 1.8984387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.186451555065457, tolerance: 1.7598887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.62974152673985, tolerance: 1.78086875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.048255576453727, tolerance: 2.20889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.127702880441774, tolerance: 1.6059200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.55483065140904, tolerance: 1.6525
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.120250030130897, tolerance: 1.9157187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.979044200587744, tolerance: 2.12958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.272766176996573, tolerance: 1.9333987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.2484581122026, tolerance: 1.92924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.97524557837913, tolerance: 1.94409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.821241961990566, tolerance: 2.09183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.80422518949591, tolerance: 2.2889950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.278734055642493, tolerance: 1.8170387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52752056258846, tolerance: 1.8209887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.0230305034553, tolerance: 1.8683
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.517569142936825, tolerance: 1.352195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.46689754736748, tolerance: 2.0384487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.757715956552786, tolerance: 2.08882
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.185644616130578, tolerance: 1.71124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.681453771032928, tolerance: 2.150155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.54316442152293, tolerance: 2.1649550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.660992184014276, tolerance: 2.26592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.519863636497703, tolerance: 1.9553487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.70078674854887, tolerance: 2.141155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.942435264785892, tolerance: 1.69678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.00795616240569, tolerance: 1.9007687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.570216685814042, tolerance: 1.9896200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.323495861513322, tolerance: 1.58898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.9307745238451, tolerance: 2.06828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.144386625611496, tolerance: 1.73531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.10319086660548, tolerance: 2.10246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.893310325094282, tolerance: 1.65438875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.83119574859176, tolerance: 2.38332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.40485703277543, tolerance: 1.8793949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.100481918270532, tolerance: 2.1860887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.3049126338065, tolerance: 2.37858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1060338446473, tolerance: 1.7661887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.094475796882694, tolerance: 1.96766875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.16621983246542, tolerance: 2.4598750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.89299218794236, tolerance: 1.6600387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.888109631744626, tolerance: 1.8020387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.35391270049279, tolerance: 1.44769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.635850276399964, tolerance: 1.76509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.39513399551373, tolerance: 2.0416487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.70020184298604, tolerance: 2.2204887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.36890359400425, tolerance: 2.28273875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.662768543659062, tolerance: 1.8855387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.65278216499551, tolerance: 2.13808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.378582865985585, tolerance: 2.2413887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.684358988497426, tolerance: 1.7427387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.367532367052632, tolerance: 1.966395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.36551083639017, tolerance: 1.8898387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.164397654390797, tolerance: 1.89186875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.595578749311345, tolerance: 1.9063487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.868943140531815, tolerance: 1.9607
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.801572862105004, tolerance: 1.76329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.708033944201937, tolerance: 2.26598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.69468340980029, tolerance: 1.8738200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.118047387303946, tolerance: 2.08399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.126211817215406, tolerance: 1.963675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.673464978072758, tolerance: 1.794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.20860274350786, tolerance: 1.51672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.590367539353966, tolerance: 1.33033875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.81984542493803, tolerance: 2.20232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.555063113865724, tolerance: 2.2267
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.162043393505297, tolerance: 2.059395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.697422982172778, tolerance: 2.3313987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.169239910730166, tolerance: 1.7090387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.74808330961501, tolerance: 2.2067949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.829839863603894, tolerance: 2.38134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.284534041719994, tolerance: 2.43503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.684180253279518, tolerance: 1.8049387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.900616659428433, tolerance: 2.336875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.02746589632143, tolerance: 1.52141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.193275786686094, tolerance: 1.865795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.26611422884897, tolerance: 1.901955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.953182890316704, tolerance: 2.1723487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.908839868042826, tolerance: 1.4393887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.122259234532994, tolerance: 2.222
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.35509296128827, tolerance: 2.4449387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.632837924313318, tolerance: 1.7692
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.981016778889778, tolerance: 1.754155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.975706581307634, tolerance: 1.9463549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.343756616782056, tolerance: 1.46298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.6587376901904, tolerance: 1.6796487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86635541734188, tolerance: 1.7258887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.384310233697498, tolerance: 1.840875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.026356733613426, tolerance: 2.0817550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.19755364047515, tolerance: 1.9407200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.681302809459908, tolerance: 1.9714800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08079133300589, tolerance: 1.5608887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.76964720115099, tolerance: 1.770795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.9804301586457, tolerance: 1.8297949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.29799410642415, tolerance: 1.7933387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.248626227734658, tolerance: 1.55858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.667375432432777, tolerance: 2.05538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.00872852906269, tolerance: 1.7650750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.68566538494423, tolerance: 2.0288387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.12310103928184, tolerance: 2.5185387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.400889032785756, tolerance: 2.0605949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.684090675493863, tolerance: 1.6566750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.61645694562975, tolerance: 2.06948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.347675987766053, tolerance: 1.8189387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.174273790651075, tolerance: 2.252195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.844535842611997, tolerance: 1.7417949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.28832671501042, tolerance: 1.7368000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.081003396604892, tolerance: 2.3725800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.09251260218065, tolerance: 1.71294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.402190093056515, tolerance: 1.73018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.801274437118256, tolerance: 1.4386200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.49937109511519, tolerance: 1.8310000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.973625698141667, tolerance: 1.982355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.23871838134901, tolerance: 1.96868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.36059963237358, tolerance: 2.128195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.52026064816492, tolerance: 1.8763987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.17257639509419, tolerance: 1.017595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.83676227102933, tolerance: 1.733355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.53436151925908, tolerance: 2.32342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.920958999429114, tolerance: 1.641155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.37701554003129, tolerance: 1.7093950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.392111134573963, tolerance: 1.7917949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.106049449141832, tolerance: 1.530155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.42826897419422, tolerance: 1.8866200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.2616991029871, tolerance: 1.9967949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.968907688485878, tolerance: 1.82312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.003602316939926, tolerance: 2.3815887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.362039503174266, tolerance: 2.303995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.16914356825464, tolerance: 1.65198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.67744497318449, tolerance: 1.9764750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.24474161000521, tolerance: 1.53009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.98480466287452, tolerance: 1.480555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.210207966512087, tolerance: 2.00668875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.975959867227548, tolerance: 1.71848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.349492682934986, tolerance: 1.552755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.695559417791962, tolerance: 1.8644487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.807780865091498, tolerance: 1.6357949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.665976975328455, tolerance: 1.6234000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.38244030187843, tolerance: 1.4938200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.125667798393707, tolerance: 1.7324387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.718909893877253, tolerance: 2.14846875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.78578451876151, tolerance: 1.93358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.952630694382357, tolerance: 1.60841875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.972405025214744, tolerance: 1.86322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11956933394478, tolerance: 1.8513950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.034805035448784, tolerance: 1.7355550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.33668291310268, tolerance: 1.59308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.57024460741553, tolerance: 1.328755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.03623349554781, tolerance: 1.5458387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.864018270451595, tolerance: 1.6737800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.652877880392523, tolerance: 1.9907487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.847020290210569, tolerance: 1.64188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.26682903300147, tolerance: 0.8591387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.247713687898862, tolerance: 1.55633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.260488311342517, tolerance: 2.069955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.54652341603462, tolerance: 1.70158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.331514887891974, tolerance: 1.5612000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.485169017538556, tolerance: 2.62798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.574309006353218, tolerance: 1.9763387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.741674851233427, tolerance: 1.9674800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.21582453377275, tolerance: 1.97624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.448785745983983, tolerance: 1.592195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.99194872717797, tolerance: 2.19553875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.902250991039736, tolerance: 1.617555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.696968079940032, tolerance: 1.58224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.259193811979797, tolerance: 1.4315950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.161790409232935, tolerance: 2.0427549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.258471030906733, tolerance: 1.46098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.332641287332, tolerance: 1.6754887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.115971820736895, tolerance: 1.67398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.012021640864916, tolerance: 2.198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17988315654077, tolerance: 1.66414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.526241216015976, tolerance: 1.45022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.929954355852324, tolerance: 1.8137387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.42198032926059, tolerance: 1.54001875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.616579687704604, tolerance: 2.00026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.167604188538128, tolerance: 1.8205949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.28684379685647, tolerance: 1.58051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.140607393110436, tolerance: 1.6305549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.593763517748144, tolerance: 1.6230987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.488426097157635, tolerance: 1.3256000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.316970989586668, tolerance: 1.60579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.407691176928935, tolerance: 1.8139800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.98566744525746, tolerance: 1.61972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.824915756283747, tolerance: 2.021395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.7705687010942, tolerance: 1.9912887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.112234203288253, tolerance: 2.04792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.44960932087662, tolerance: 1.329355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.706890027596693, tolerance: 1.40549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.974150570344257, tolerance: 1.7743949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.87120132155945, tolerance: 1.9228750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80740008979799, tolerance: 1.80328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.852248762386047, tolerance: 2.02162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.412931122134392, tolerance: 1.7545187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.237960906395966, tolerance: 1.6875487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86825503285912, tolerance: 1.8873950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.466949410793248, tolerance: 1.96028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.599708483176045, tolerance: 1.367595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.30400894633212, tolerance: 2.6369949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.85452507528566, tolerance: 1.7127949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.56313263374163, tolerance: 1.7877199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.023134526926682, tolerance: 1.98318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.538767276079046, tolerance: 2.1826000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.771375844816536, tolerance: 2.03043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.533906839638128, tolerance: 1.75603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.11459024820679, tolerance: 1.754355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.63205258187152, tolerance: 1.80359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.355161607712702, tolerance: 1.74433875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.403617201029828, tolerance: 2.1438800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.47724815137656, tolerance: 2.058995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.328306914657208, tolerance: 1.5075200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.903499341583434, tolerance: 2.0164387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.871963385020535, tolerance: 1.9873387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.041794783858876, tolerance: 1.71589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.97991003588058, tolerance: 1.706275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.337445280616652, tolerance: 1.9988487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.175203904415255, tolerance: 1.8815549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.896120476957115, tolerance: 2.27122
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.56691695332554, tolerance: 2.39531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.401793020240113, tolerance: 2.105155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.750561246893845, tolerance: 1.9381549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.21181961836586, tolerance: 2.1794387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.49664800519834, tolerance: 1.6550799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.389971406870927, tolerance: 2.21021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.019226237310399, tolerance: 2.06942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.01718694474672, tolerance: 1.7874200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.934059127396107, tolerance: 2.0281987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.871819739726845, tolerance: 1.852675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.686598747426146, tolerance: 2.051995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.414948189978865, tolerance: 2.15079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.69881127648464, tolerance: 1.6587200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.03159758767933, tolerance: 2.12538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.016869124746222, tolerance: 1.92228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.04772152851273, tolerance: 2.23454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97014638448035, tolerance: 1.7880387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.66722490672215, tolerance: 2.226995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.37278280267273, tolerance: 1.71518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.397301318297032, tolerance: 1.92349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.122973338409512, tolerance: 2.2763387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.698537782344165, tolerance: 1.8719687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.856957881026197, tolerance: 2.1160200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.3724222567979, tolerance: 2.1075487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.892963595563078, tolerance: 1.8898387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.676150203801114, tolerance: 2.002755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.971846234713695, tolerance: 1.437795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.803277548873023, tolerance: 1.7663949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.83719016096222, tolerance: 1.9562487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.94698973494671, tolerance: 1.367155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.214204386839363, tolerance: 1.8814887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.185858197592836, tolerance: 2.0487550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51486512013455, tolerance: 1.789395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.574490644766875, tolerance: 1.8260487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.952519822309952, tolerance: 2.13129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.747701908667985, tolerance: 2.0025800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.212798931099776, tolerance: 1.9862887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.78270920239847, tolerance: 1.98604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.98580997884038, tolerance: 1.5717200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.66549814766711, tolerance: 1.7605000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.11339995274815, tolerance: 1.9912487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.710137896950993, tolerance: 1.8319949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.04411065682011, tolerance: 1.78364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.821367851498053, tolerance: 1.856475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.851187390067203, tolerance: 1.87538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.573927629686295, tolerance: 1.8093200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.73381078763211, tolerance: 1.78874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.52769727402676, tolerance: 2.153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.69209637867242, tolerance: 1.9040200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.200719825383295, tolerance: 2.3560387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.730475096887297, tolerance: 1.94606875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.590901435859482, tolerance: 2.13772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.9546444854517, tolerance: 2.2203387500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.198840478738045, tolerance: 1.99359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.67524433098799, tolerance: 2.0247887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.83100493341284, tolerance: 1.59628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.578535597134316, tolerance: 2.79358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.09865939923274, tolerance: 1.9881949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.257910827357872, tolerance: 2.1110487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.40348281215434, tolerance: 2.1193387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.00181245113371, tolerance: 1.64801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.975030860343757, tolerance: 2.3373549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.154946536625065, tolerance: 1.88499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.348542096174885, tolerance: 2.10126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.50109412358767, tolerance: 2.2529487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.379007787010096, tolerance: 2.45871875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.606176235756024, tolerance: 2.00716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.110580969373046, tolerance: 1.9095949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.649406373817943, tolerance: 1.9150800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.134252860061487, tolerance: 2.5939387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52731229681691, tolerance: 2.089195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.119627107626345, tolerance: 2.00179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.220392306347488, tolerance: 2.147795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.839474379500714, tolerance: 1.8079950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.58310414163949, tolerance: 2.639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.5923416972048, tolerance: 1.7474387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71083870199824, tolerance: 1.41638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.82908477883297, tolerance: 1.78194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.14639631886651, tolerance: 1.7219887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.199479843739002, tolerance: 1.8454987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.879041328976466, tolerance: 1.8887199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.842025830833848, tolerance: 1.6836200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.694778932349177, tolerance: 1.56324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.7151225241629, tolerance: 2.27703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.15446809946263, tolerance: 2.285155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.11230098215498, tolerance: 2.179395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.74268281768262, tolerance: 1.6609550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.884143275106215, tolerance: 1.8325949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.571011128925825, tolerance: 1.79068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.044174615879417, tolerance: 1.6866687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.95184299029522, tolerance: 1.8656387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.865018463923654, tolerance: 1.99388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.698067750394408, tolerance: 1.73612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.72722176773187, tolerance: 1.9957387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.225703169059333, tolerance: 1.7806887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.383488240355828, tolerance: 2.05718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.3454248553475, tolerance: 1.8449949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.96872770187641, tolerance: 2.3971387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.08004602454103, tolerance: 1.9132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.792564949542353, tolerance: 1.7185887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.897534868765526, tolerance: 2.17083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.271424678614704, tolerance: 2.17802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.54952191409896, tolerance: 1.7268000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.012685075310543, tolerance: 1.581955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.46811000169488, tolerance: 2.1972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.832424932075355, tolerance: 2.01031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.862537518047937, tolerance: 1.65484875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.828020169175353, tolerance: 1.8222800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.62370371861913, tolerance: 2.1702987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.614276112569843, tolerance: 2.0710387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.078573093467657, tolerance: 2.0332799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.527610762277767, tolerance: 1.4714200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.047160586401972, tolerance: 1.7173
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.82515567016483, tolerance: 1.9824187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.107363485549673, tolerance: 1.8907199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.919056260673383, tolerance: 1.7786000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.152338006976407, tolerance: 1.874675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.318135064434472, tolerance: 2.0199200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.928816463731636, tolerance: 1.63284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.099057604210984, tolerance: 2.39788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.510338646298894, tolerance: 1.7244000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.349650139196577, tolerance: 1.7433949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.415448087537104, tolerance: 1.550955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.801397792514653, tolerance: 1.50613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.78663542781945, tolerance: 1.67354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.893929916316925, tolerance: 1.88584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.80274589834454, tolerance: 2.3546
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.61619350023726, tolerance: 1.9899949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.07468840739397, tolerance: 1.6945199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.79979905070941, tolerance: 2.195395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.39916367786787, tolerance: 2.09232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.406297790212637, tolerance: 1.5617949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.14807322617459, tolerance: 2.0519549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.386806119219564, tolerance: 2.0312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.122621227303735, tolerance: 1.897
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.95173330130995, tolerance: 1.86811875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.472625980861654, tolerance: 1.495795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.188805780875008, tolerance: 1.9843387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.219145980971984, tolerance: 1.7238487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.415216394264956, tolerance: 2.0491800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.088312425809406, tolerance: 1.9023949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.646110818674117, tolerance: 2.07809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.207652812948602, tolerance: 1.8223949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.803607985187508, tolerance: 2.28004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.95454428253544, tolerance: 1.6999550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.945553768369813, tolerance: 1.93149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.047563846680724, tolerance: 1.54436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.659197337284574, tolerance: 1.36823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.82781660802241, tolerance: 1.3980387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.926812168246357, tolerance: 1.96888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.79498890640736, tolerance: 2.2654187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.54063933348307, tolerance: 1.8136750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.48161450798375, tolerance: 1.60009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.413996758294747, tolerance: 2.00342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.19009768834831, tolerance: 1.532475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.35414280797004, tolerance: 1.9289487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.082270429039518, tolerance: 1.98022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.553339828656846, tolerance: 1.41343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.68596508976558, tolerance: 2.00523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.737811633167752, tolerance: 1.90054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.021370622865952, tolerance: 2.0068887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.626308219124569, tolerance: 1.4124687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.20489055298393, tolerance: 2.1285950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.57868132130527, tolerance: 1.1487387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.589472672299863, tolerance: 2.3342487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.77550584082173, tolerance: 2.1166750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.859956030338026, tolerance: 1.8295887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.13813679761462, tolerance: 1.91904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.072853740752805, tolerance: 2.1913
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.24042493907366, tolerance: 1.905475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.317282420330464, tolerance: 1.401995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.940644231892712, tolerance: 1.8991987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.817484316498607, tolerance: 1.6814387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.609845226214333, tolerance: 1.598755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.943564978820667, tolerance: 1.7176200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.815912887074004, tolerance: 1.78619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.770882058515676, tolerance: 1.47039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.920605401010654, tolerance: 1.6734887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.816082086431372, tolerance: 1.9993887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.970927127994411, tolerance: 1.86799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.227716691094718, tolerance: 1.56429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.406983857411722, tolerance: 2.3514387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.137847415218983, tolerance: 1.77238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.51726061623645, tolerance: 1.47498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.763776989933707, tolerance: 1.9023387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.6070406457642, tolerance: 1.7941200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.409324820287985, tolerance: 1.58228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.02395203655955, tolerance: 1.9362000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.109025937192065, tolerance: 1.71841875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.805146862683872, tolerance: 1.61258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.859232641388076, tolerance: 1.65881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.406835108147177, tolerance: 1.62289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.42321128052982, tolerance: 2.0755549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.98455132367534, tolerance: 1.6584887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.461119395176961, tolerance: 1.3986750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.926122687375798, tolerance: 1.455875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.029984884723229, tolerance: 1.7459949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.727084611021123, tolerance: 1.8126200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.8256623726233, tolerance: 1.6075000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.937969668878885, tolerance: 1.3157200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.829060775894884, tolerance: 1.1745949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.462091106716116, tolerance: 1.6152487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.245335996430835, tolerance: 1.6682750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.4133977453626, tolerance: 1.9544487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.125021742218742, tolerance: 1.71158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.674301882537907, tolerance: 1.63099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.996741999987403, tolerance: 1.70711875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.284047404553085, tolerance: 1.4317487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.480560726774852, tolerance: 1.5492750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.183403100346197, tolerance: 1.513755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.84545658456976, tolerance: 1.7733387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.945502106854944, tolerance: 1.9647387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.388924571066596, tolerance: 1.61976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.89531061638139, tolerance: 1.77111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.99879504809972, tolerance: 1.8969200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.441670553008663, tolerance: 1.64841875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.2845652631348, tolerance: 1.5050200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.70960177726846, tolerance: 1.95478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.905171972334447, tolerance: 1.3879887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.4756923664304, tolerance: 1.7715387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.353533988708875, tolerance: 2.01198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.844097159880043, tolerance: 1.6569549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.907760671872047, tolerance: 1.8179987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.618012739923222, tolerance: 2.0404387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.6554045754675, tolerance: 1.66319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.564527113240349, tolerance: 1.7983887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.864253934244609, tolerance: 1.3030387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.812828031667562, tolerance: 1.6472387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.539374369986884, tolerance: 1.5891887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.761067186537298, tolerance: 2.0566987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.045517224628565, tolerance: 1.8819949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.606886866265356, tolerance: 1.590595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.716840331636371, tolerance: 1.5774750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.270093477634369, tolerance: 1.7602487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.885779263086988, tolerance: 1.64498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.907359555307504, tolerance: 1.61888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.267071108327894, tolerance: 1.7328487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.647621324358425, tolerance: 1.53361875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.412717453845357, tolerance: 1.86611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.14387300200261, tolerance: 1.5621800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.979925305497817, tolerance: 1.44808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.98205105390914, tolerance: 1.7972387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.251378436372024, tolerance: 1.236555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.050679026892197, tolerance: 1.43041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.027367227414619, tolerance: 1.38764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.164204630426447, tolerance: 1.45526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.198336031278256, tolerance: 2.04739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.585098322705202, tolerance: 1.595075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.261941000101437, tolerance: 1.61018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.76348476832445, tolerance: 1.3228887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.365698412603612, tolerance: 2.04633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.12342905140551, tolerance: 1.47018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.487174803575687, tolerance: 1.8480487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.3388364516566, tolerance: 1.7980387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.156940367062802, tolerance: 1.73778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.145896797023767, tolerance: 2.03363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.079876891412185, tolerance: 1.226955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.14356364883516, tolerance: 1.645995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.199663298217647, tolerance: 1.2269200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.526788554749396, tolerance: 1.9465550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.74744967256613, tolerance: 1.8158687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.494241209808843, tolerance: 1.5775200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.14282874155233, tolerance: 1.74654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.701612908846757, tolerance: 1.8347187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.9769780740393, tolerance: 1.69704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.98729131166952, tolerance: 2.10332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.603934886323328, tolerance: 1.6208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.635850977970744, tolerance: 2.0496487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.297233495271755, tolerance: 1.7205949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.258833943489742, tolerance: 1.66374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.203047886338343, tolerance: 1.49564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.267539658122633, tolerance: 1.8382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.834265811523203, tolerance: 1.42434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.803573561816485, tolerance: 1.2263950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.760422502742234, tolerance: 1.44818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.12656914459074, tolerance: 1.8167949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.094175514727928, tolerance: 1.6200387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.338625208122586, tolerance: 1.73579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.803452708158865, tolerance: 1.9105550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.819868562736396, tolerance: 1.4905387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.95077770388285, tolerance: 1.37399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.689138304602015, tolerance: 1.51633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.075845242356706, tolerance: 1.71879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.403760883020375, tolerance: 1.507155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.671612452395227, tolerance: 1.7244887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.615246890116847, tolerance: 1.75432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.075396395761526, tolerance: 1.44153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.051467639424448, tolerance: 1.65139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.849385819946136, tolerance: 1.694195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.10545350284344, tolerance: 1.7849000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.955549130162836, tolerance: 1.25714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.00853519134843, tolerance: 1.7045949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.752692064592086, tolerance: 1.5592387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.733761148053574, tolerance: 1.3429950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.796299725383143, tolerance: 1.5230887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.443450871055212, tolerance: 1.869595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.92460755628322, tolerance: 1.8106487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.12869480402137, tolerance: 1.8718750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.011418987073366, tolerance: 1.82269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.891883967015284, tolerance: 1.7457949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.892243870592495, tolerance: 1.47622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.254390308774706, tolerance: 1.7886487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.071174320543747, tolerance: 1.5305887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.189094211549296, tolerance: 1.34054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.230065142346962, tolerance: 2.17588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.429871376117811, tolerance: 1.95541875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.140432124489532, tolerance: 1.9231549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.456142191006407, tolerance: 1.983755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.790502139156413, tolerance: 1.68718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.929663093206461, tolerance: 1.3377949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.4898030269893, tolerance: 1.54828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.4992484561609, tolerance: 2.0325200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.728337108631486, tolerance: 2.1408987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.396516509401387, tolerance: 1.85159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.812916968903345, tolerance: 1.7771949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.472984594304744, tolerance: 1.91563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.454162432702947, tolerance: 1.15848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.217778260468172, tolerance: 1.8156887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.066773164582038, tolerance: 1.88259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.34149999432575, tolerance: 1.35018875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.381603185507803, tolerance: 1.69741875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.288740236035965, tolerance: 1.55254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.438136961334315, tolerance: 1.682555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.089619041344637, tolerance: 2.2767549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.552584605227356, tolerance: 1.455995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54073870880139, tolerance: 1.652155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.785673482064194, tolerance: 1.3486887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.955940581350387, tolerance: 1.67788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.182918312997685, tolerance: 1.48921875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.629401300835557, tolerance: 2.283475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.081967067160033, tolerance: 2.189155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.44639718923153, tolerance: 1.47644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.95146250921802, tolerance: 1.47819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.674350800430345, tolerance: 1.8103199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.100529072827705, tolerance: 1.984755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.226796746256703, tolerance: 1.35784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.694423128730971, tolerance: 1.04231875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.767420203096046, tolerance: 1.34714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.00969870720808, tolerance: 1.98216875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.672234369310303, tolerance: 1.429355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.445117853925716, tolerance: 1.78149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.502559530795295, tolerance: 1.40139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.415443036244477, tolerance: 1.7433200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.130092574819312, tolerance: 1.42724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.766827141438164, tolerance: 1.9774387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.53561532699922, tolerance: 1.28768875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.648032747415977, tolerance: 1.340595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.79237468963981, tolerance: 1.63592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.228676115086845, tolerance: 1.6393949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.467356749061455, tolerance: 1.5001949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.916794890296654, tolerance: 1.6937949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.117610850604507, tolerance: 1.8569
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.93893746652911, tolerance: 1.760075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.26685131620866, tolerance: 1.54579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.050004335479148, tolerance: 1.7804
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.521310977263266, tolerance: 1.9746687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.69441423303175, tolerance: 1.95524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.767011840278627, tolerance: 1.182755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.78506141287362, tolerance: 2.04961875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.287670505979285, tolerance: 1.6441387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.191313543437463, tolerance: 1.50971875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.694684932968288, tolerance: 1.47774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.198838023653956, tolerance: 2.00693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.878394427716186, tolerance: 1.8393187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.48423437541706, tolerance: 1.667955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.684005980004937, tolerance: 1.56716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.148149637365357, tolerance: 1.9522799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.733417264732097, tolerance: 1.55129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.885685299012774, tolerance: 1.8667887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.589073498726002, tolerance: 2.17998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.900857166874028, tolerance: 1.36982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.516857510035448, tolerance: 1.308555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.188720917928304, tolerance: 1.1515549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.325516559098496, tolerance: 1.7035200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.121097248838623, tolerance: 1.83954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.387209420096028, tolerance: 1.39474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.988499429964698, tolerance: 1.97149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.559093683377355, tolerance: 1.8093000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.421312391945326, tolerance: 1.8639487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.108589650298898, tolerance: 1.56944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.051968342601207, tolerance: 1.6511549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.42960911467839, tolerance: 2.1141949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.88152660911652, tolerance: 2.47418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.014010426965598, tolerance: 1.7599200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.043818422482754, tolerance: 1.95998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.70486883254451, tolerance: 1.9579549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.04751492009021, tolerance: 2.20212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.724945172144595, tolerance: 1.9357949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54007821627853, tolerance: 1.6536887500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.90517576871257, tolerance: 1.9322687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.37516784188856, tolerance: 1.8821949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.679764159274107, tolerance: 1.9653949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.921842379100077, tolerance: 2.039395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.298956243327247, tolerance: 1.8982887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.201264416334638, tolerance: 2.049475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.167928657157907, tolerance: 1.62546875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.16285923508657, tolerance: 1.5614387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.969292998266205, tolerance: 1.8533000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.844910425455174, tolerance: 1.46081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07901907276019, tolerance: 2.0958799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.435673187570192, tolerance: 1.59954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.815330916942514, tolerance: 2.0342687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.555090205851588, tolerance: 1.8607200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.80315512273824, tolerance: 1.2112387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.306749720959253, tolerance: 2.5291949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.108472958426027, tolerance: 1.68153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.696270561121235, tolerance: 1.752355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.241293544778372, tolerance: 2.1196
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.53253229724924, tolerance: 1.619355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.237916305857864, tolerance: 1.73566875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.173302820837858, tolerance: 1.5404187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.643162823582662, tolerance: 1.9016387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.653417797741069, tolerance: 1.41288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.821162780363235, tolerance: 1.89723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.900831083235918, tolerance: 1.8352987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.043814877781763, tolerance: 1.7710387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.839799530731266, tolerance: 1.62899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.422742398608122, tolerance: 1.834275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.792221347427077, tolerance: 2.10968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.916196804914385, tolerance: 2.11704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.642602691137334, tolerance: 1.50714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.535398510719435, tolerance: 1.71854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.016758300908181, tolerance: 1.517355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.092644576566572, tolerance: 1.27289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.90849310062137, tolerance: 1.824955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.868801951003846, tolerance: 2.02189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.462401417988026, tolerance: 2.00828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.839615729866559, tolerance: 1.8130387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.57082238240924, tolerance: 1.367595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.763433282294923, tolerance: 1.53014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.179707632223785, tolerance: 1.659275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.889333196818377, tolerance: 2.0701
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.24660970483936, tolerance: 1.79191875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.95357718859256, tolerance: 1.70448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.136713184722403, tolerance: 1.93084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.954286069260087, tolerance: 1.978395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.311689180726024, tolerance: 1.6534887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.639077332746233, tolerance: 1.4492487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.22944704633226, tolerance: 1.789955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.388171979588176, tolerance: 2.32148875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.164172424707951, tolerance: 1.71081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.018215576841403, tolerance: 1.63554875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.71005362312092, tolerance: 2.0139549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.3613154941563, tolerance: 2.31809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.000717060530363, tolerance: 1.74491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.546528171232268, tolerance: 2.0413487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.146814465233057, tolerance: 1.88149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.818162624608705, tolerance: 1.9813949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.720788952580584, tolerance: 1.7945487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.60315341683224, tolerance: 1.63746875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.797413233775874, tolerance: 1.83299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.66473078477118, tolerance: 1.80016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.347908258547296, tolerance: 2.0803387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.837998705027488, tolerance: 1.84058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.15953515499585, tolerance: 1.67819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.552733090814453, tolerance: 2.05971875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.623833984219681, tolerance: 1.8876887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.695581124722086, tolerance: 2.01736875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.91902557195034, tolerance: 1.9173949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.272977702100944, tolerance: 2.16278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.87885808439611, tolerance: 2.3273200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.457320176827693, tolerance: 1.5359950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.480997821585465, tolerance: 1.7628887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.55852086635067, tolerance: 1.75104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.218163017822697, tolerance: 2.09463875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.384058275802973, tolerance: 1.5189887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.846632439207127, tolerance: 1.9480187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.56180942624471, tolerance: 1.75839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.234443398220277, tolerance: 2.12408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.62708522063204, tolerance: 1.4446487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.936138055812517, tolerance: 1.5555200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.982943821313821, tolerance: 1.5423187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.007126948395888, tolerance: 1.86356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.579547910716014, tolerance: 1.55604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.223095583799175, tolerance: 1.7135887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.180287037313082, tolerance: 1.60069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.54855165056674, tolerance: 1.9961887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.401348959704478, tolerance: 2.4269987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.940637298621338, tolerance: 1.62799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.514054568946136, tolerance: 1.72176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.128054621456954, tolerance: 1.62829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.31542314948409, tolerance: 1.6648200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.243925975575863, tolerance: 1.704075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.44625489682725, tolerance: 1.7269687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.01440718188914, tolerance: 2.001795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.49250162957844, tolerance: 1.7456887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.788439599289756, tolerance: 1.24489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.694273550764382, tolerance: 2.0534987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.083635594891845, tolerance: 1.5653887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.452294523441175, tolerance: 1.8470187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.941910249626602, tolerance: 1.4349687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.009613841238973, tolerance: 1.8646987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.286695003381524, tolerance: 1.69808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.841528721572043, tolerance: 1.7721887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.548950014617237, tolerance: 1.6841000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.039127324881786, tolerance: 1.523595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.37684785791322, tolerance: 1.59874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.81589431811382, tolerance: 1.953355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.270566768262704, tolerance: 1.727475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.12557204463746, tolerance: 1.84019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.73411576900192, tolerance: 2.2300750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.80629676071755, tolerance: 1.536755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.750066477621957, tolerance: 1.8372387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.88581772575381, tolerance: 1.8345199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.44517226990324, tolerance: 1.37754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.689982442856763, tolerance: 1.6094887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.03744019340854, tolerance: 1.533755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.058384822866213, tolerance: 1.7496799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.460554365022915, tolerance: 2.1420487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.745907414048684, tolerance: 1.973475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.716774941908323, tolerance: 1.3788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.029858511441816, tolerance: 1.6801949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.5823802369556, tolerance: 2.23272
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.786931861603755, tolerance: 1.6509387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.992698913537318, tolerance: 1.44324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.20486908047719, tolerance: 1.667275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.787124952578377, tolerance: 1.68768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.960529902687675, tolerance: 1.54459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.901634822724056, tolerance: 1.728555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.136909376487804, tolerance: 1.35608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.753836103418575, tolerance: 1.7996387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.550853271017415, tolerance: 1.475155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.322103284541356, tolerance: 1.85138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.83441974363972, tolerance: 1.73911875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.554600652284122, tolerance: 1.65724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.606908413032727, tolerance: 1.8277199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.98953647048032, tolerance: 1.54073875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.800520102565233, tolerance: 1.7737887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.060097197125685, tolerance: 1.4447387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.03974603607001, tolerance: 2.46849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.94638911534245, tolerance: 1.71822
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.635721941020876, tolerance: 2.5337187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.07076671509963, tolerance: 1.9496887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.9291438467776, tolerance: 1.68359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.933636485419363, tolerance: 1.89258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.803887790737939, tolerance: 1.5666887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9431823015987, tolerance: 2.1379949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.57075732353168, tolerance: 1.6411200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.915743383272115, tolerance: 1.3947687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.059140521760938, tolerance: 1.9859549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.980098674010284, tolerance: 1.5747550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.2304920603392, tolerance: 1.71869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.53775597963088, tolerance: 1.94488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.815994497927598, tolerance: 1.695875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.088854490315285, tolerance: 1.5504187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.01675741802648, tolerance: 1.9963799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.960132454994746, tolerance: 1.522475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.162767990730046, tolerance: 1.6038487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.85074566570191, tolerance: 1.49033875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.65605280095518, tolerance: 1.9649887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.32572554641853, tolerance: 1.6828887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.597109837088254, tolerance: 1.8820387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.368143777270603, tolerance: 1.8113949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.610274342413927, tolerance: 2.0051
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.723450067189546, tolerance: 2.06818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.59307252787152, tolerance: 1.9370799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.4175471924219, tolerance: 2.49548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.82660678843627, tolerance: 1.60253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.33608512375122, tolerance: 1.762755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.47928708107302, tolerance: 2.07824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.095060323966194, tolerance: 1.14009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.933795646370896, tolerance: 1.7029949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.892701559480091, tolerance: 1.28628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.589839708625167, tolerance: 1.78579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.093099140576, tolerance: 1.6911
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.55714833432876, tolerance: 2.0310887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.82789996199959, tolerance: 1.7575949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.194453659598423, tolerance: 1.473355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.917112627417314, tolerance: 1.71928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.924279002473597, tolerance: 1.887275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.825135370134202, tolerance: 1.65363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.98420864669427, tolerance: 1.47872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.27549342709503, tolerance: 1.7625950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.91971329991808, tolerance: 1.88519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.482480066275425, tolerance: 1.9848200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.349970377106793, tolerance: 1.8059200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.45821057057105, tolerance: 2.2827949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.776727213713272, tolerance: 1.4356387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.10588917799414, tolerance: 2.6108000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.454418764539316, tolerance: 1.9399487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.558138550022637, tolerance: 1.9470387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.449550559198435, tolerance: 2.3349687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.531584425764752, tolerance: 2.3324000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.368175041403536, tolerance: 2.17881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.243729257223894, tolerance: 1.9625549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.014815416695388, tolerance: 1.8328887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.043340933592077, tolerance: 2.29223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.528394659333365, tolerance: 1.501675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.086855246220516, tolerance: 1.82089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.017777284819246, tolerance: 2.17436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.590667747590025, tolerance: 2.09689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.595667572519417, tolerance: 2.049155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.060523485327803, tolerance: 1.67648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.627410866919526, tolerance: 1.63293875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.280372753695513, tolerance: 2.4221
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.409041591662444, tolerance: 2.24606875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.96664694115178, tolerance: 1.83938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.23967870426152, tolerance: 1.8062887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.911494744345497, tolerance: 1.93948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.932122310592376, tolerance: 1.9151200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.983492625596135, tolerance: 1.93319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.56375399569926, tolerance: 2.08202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.35340018391472, tolerance: 1.849755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.997121202894917, tolerance: 2.1701887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.547646958229006, tolerance: 2.1560200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.71959269997128, tolerance: 2.2781200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.216770676410796, tolerance: 1.7201987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.954297584320024, tolerance: 1.87979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.79698648725764, tolerance: 1.8970187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.978057147991784, tolerance: 2.3501387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.044496700606196, tolerance: 1.60164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.405826043742668, tolerance: 1.851755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.18471972564893, tolerance: 2.1316200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.69036679453421, tolerance: 1.860355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.697880858388192, tolerance: 2.3564200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.567491722136921, tolerance: 2.4637949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.41318355202222, tolerance: 1.9536200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.085251629981983, tolerance: 2.0124987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.145242116863784, tolerance: 1.8053200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.434003358950573, tolerance: 2.08716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.954135133766844, tolerance: 2.0658387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.65641197832956, tolerance: 2.14616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.054444121053614, tolerance: 2.26251875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.417012521221167, tolerance: 1.8371887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.023644025035283, tolerance: 1.6906750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.04096629518662, tolerance: 1.7079550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.44588227951846, tolerance: 2.5114
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.24046211506719, tolerance: 1.75193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.70026434946207, tolerance: 1.7853549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.80732206142649, tolerance: 1.8264987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.444995264422477, tolerance: 1.9542187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.7316984876401, tolerance: 2.21291875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.716903326466436, tolerance: 1.980755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.3264390721187, tolerance: 1.9625949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.17111177264723, tolerance: 2.3567550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.36012241454213, tolerance: 1.89204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.19664996072956, tolerance: 1.64772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.582938260811613, tolerance: 2.5147387500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.982200153162168, tolerance: 2.14858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.401520388674943, tolerance: 2.0106
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.334478367484195, tolerance: 2.1385387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.655232147614633, tolerance: 2.44429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.993766503359058, tolerance: 1.9288750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.446593663974724, tolerance: 1.5163949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.0337846368136, tolerance: 2.1795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.395038159943237, tolerance: 1.89228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.191034860842565, tolerance: 2.113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.361616382477976, tolerance: 2.67511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.395306678934315, tolerance: 1.80569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.519668123561488, tolerance: 2.143995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.134949824239243, tolerance: 2.4825199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.963182168292544, tolerance: 2.0066
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.336755983307498, tolerance: 2.477275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.75582070832537, tolerance: 1.63371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.740491628031837, tolerance: 1.5964887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.267736584266377, tolerance: 1.9388887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.145391004662777, tolerance: 2.43354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.733887192499328, tolerance: 1.8485987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.875940526110675, tolerance: 2.2783949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.27884230890816, tolerance: 2.2115887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.172601999198147, tolerance: 2.51936875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.36000658280454, tolerance: 2.03034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.47896677735024, tolerance: 1.9313987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.42768567018235, tolerance: 2.01903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.64007801082867, tolerance: 2.4166887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.155193338159975, tolerance: 1.826155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.873490836891218, tolerance: 1.81036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.377188667668898, tolerance: 2.0468
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.501139276433266, tolerance: 1.76496875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.62288411083134, tolerance: 1.74254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.712518116417737, tolerance: 1.59266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.047665557740448, tolerance: 1.9368387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.640772588971046, tolerance: 1.90094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.202564496337562, tolerance: 1.7207887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46586185174974, tolerance: 1.7209387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.69790987559435, tolerance: 2.06838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.930627351600883, tolerance: 1.513395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.332979691479686, tolerance: 2.1271800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.47731754800364, tolerance: 2.05788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.76276490450252, tolerance: 1.621155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.49959344736885, tolerance: 1.6719387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.16413762026334, tolerance: 2.1098487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.973112318164493, tolerance: 1.902355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.527387909400979, tolerance: 1.2611200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.078855613411402, tolerance: 1.47558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.354301828259036, tolerance: 1.8107387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.904769755604153, tolerance: 1.7191949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.30741237029251, tolerance: 1.738355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.72902428845031, tolerance: 1.62698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.750383703024287, tolerance: 1.62543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.868377813385454, tolerance: 1.83666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.928359037937444, tolerance: 1.5719200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.365647633351934, tolerance: 1.44954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.569499635900158, tolerance: 1.9652487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.424789532445708, tolerance: 1.4010200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.12410155435012, tolerance: 1.6388887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.213328927932366, tolerance: 1.85466875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.818995677336432, tolerance: 1.6637887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.481861145676348, tolerance: 1.62524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.492500032262187, tolerance: 1.687955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.276396220316652, tolerance: 1.5915550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.596306406300922, tolerance: 1.60104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.720902172332021, tolerance: 1.5814799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.200550655099839, tolerance: 1.37468
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.85496877172958, tolerance: 1.5242187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.348064872761059, tolerance: 1.3739949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.085896433771875, tolerance: 1.9911487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.785935327061825, tolerance: 1.25018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.32397769219865, tolerance: 2.17782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.76051003859481, tolerance: 1.9971949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.37251823370628, tolerance: 2.00713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.51994213365472, tolerance: 1.5485200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57828773164119, tolerance: 1.752995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.779943862581618, tolerance: 1.8352000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.271440319090367, tolerance: 1.8693949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.259468592417246, tolerance: 1.9345200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.662013109165738, tolerance: 1.8719949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.26190453937039, tolerance: 1.65094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.777027828676943, tolerance: 2.1551387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.965367387365397, tolerance: 1.4955687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.21891269962343, tolerance: 1.89229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.773740485155994, tolerance: 1.5858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.647378583930188, tolerance: 1.7441387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.69006913796318, tolerance: 1.8691200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.505944078393465, tolerance: 1.7583887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.425560969452082, tolerance: 1.83221875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.764992323585783, tolerance: 1.4909387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.803644548558285, tolerance: 1.98566875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.116748198408267, tolerance: 1.9430200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.778908294015032, tolerance: 1.20958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.394564916946717, tolerance: 1.9237949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.432253161213744, tolerance: 2.1194987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.236577368603687, tolerance: 1.6502387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.856040232737243, tolerance: 1.7153949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.32402050558356, tolerance: 1.46036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.021908195682744, tolerance: 2.06729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.564564397779208, tolerance: 2.2909949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.261585295870578, tolerance: 1.48781875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.06330261947615, tolerance: 1.71851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.12972375685839, tolerance: 1.63526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.25932557952624, tolerance: 1.9398000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.48700839496551, tolerance: 1.6271949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.304739912680038, tolerance: 1.860675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.411851766570795, tolerance: 1.87306875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.586384369670444, tolerance: 1.8056750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.661329836955947, tolerance: 1.6083387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.982656030918157, tolerance: 1.63634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.13869884901461, tolerance: 1.7938887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.427837033732352, tolerance: 1.8480887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.055441608284625, tolerance: 1.8456750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.106778740579347, tolerance: 1.494355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.46135085293295, tolerance: 1.64128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.779439577816184, tolerance: 1.6651
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.103750514066576, tolerance: 1.9165949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.123612517970995, tolerance: 1.67899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.921710974029825, tolerance: 1.29544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.979845908864888, tolerance: 1.5616750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.86451610618246, tolerance: 2.09446875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.207989900949727, tolerance: 1.65728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.975498644530365, tolerance: 1.7649000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.37325248145362, tolerance: 1.7436887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.86987620492179, tolerance: 1.6393887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.915293236764235, tolerance: 1.6072800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51967371683737, tolerance: 1.66208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.0541568335956, tolerance: 1.60274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.199370934188536, tolerance: 1.68509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.079790486654115, tolerance: 2.13269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.886779148890984, tolerance: 1.39202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.514536903213084, tolerance: 1.9120000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.230940298430532, tolerance: 1.79673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.314131306964498, tolerance: 1.619555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.45938535966102, tolerance: 1.744555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.605666529506344, tolerance: 1.63876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.514623220609622, tolerance: 1.57683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.689850719047744, tolerance: 1.7145549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.938057095545844, tolerance: 2.17778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.430895955153687, tolerance: 2.0598187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.073910868148527, tolerance: 1.6291887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.166046991683054, tolerance: 1.67162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.619993665551632, tolerance: 2.3558799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.744548979543108, tolerance: 1.83761875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.855425501282365, tolerance: 1.6149949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.506865454063224, tolerance: 1.9195949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.68188138967585, tolerance: 1.6635550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.031547663567505, tolerance: 1.66934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.239268893679444, tolerance: 1.8821949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.314762315000184, tolerance: 1.94988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.257310646263104, tolerance: 1.7740200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.883391057776514, tolerance: 1.756955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.348598720619677, tolerance: 2.1891800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.34190909904536, tolerance: 1.55404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.518784496010486, tolerance: 1.78429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.44781378080443, tolerance: 1.89126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.805147020412463, tolerance: 1.583795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.911945465214885, tolerance: 1.836
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.099556348904486, tolerance: 1.9932200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.771238819553279, tolerance: 1.4804387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64668904114192, tolerance: 1.42179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.476530173783143, tolerance: 2.0566750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11423439318411, tolerance: 1.619595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.34351952333074, tolerance: 1.7957987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.695341271572385, tolerance: 1.7867487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.250932091148556, tolerance: 1.59476875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.732514923958302, tolerance: 1.89598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.503361997704456, tolerance: 1.8987687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.109750143373432, tolerance: 2.3088687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37596104465845, tolerance: 1.71256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.536458174878582, tolerance: 1.97114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.171468274651314, tolerance: 1.92474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.18282698636153, tolerance: 1.83522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.662777910710993, tolerance: 2.31718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.748955569380293, tolerance: 1.81011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.45436458029505, tolerance: 1.6988750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.31629387794869, tolerance: 1.6731987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.580991813016194, tolerance: 2.017955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.943529462119777, tolerance: 2.2105949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.70034828602421, tolerance: 1.59394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.381936146868942, tolerance: 1.8731187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.521374328809294, tolerance: 2.0357549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.112487770957173, tolerance: 1.6654987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.186153114459211, tolerance: 1.5335
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.60898308310207, tolerance: 1.9634800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.771608660992086, tolerance: 1.756475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.005255202383104, tolerance: 1.7405487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.090508273028703, tolerance: 1.8704687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.151683761875574, tolerance: 1.6242687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.085750049684954, tolerance: 2.0422000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.575601266509414, tolerance: 1.7266487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.668573321909378, tolerance: 1.7554750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.72260117278608, tolerance: 1.93726875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95027178842505, tolerance: 2.0103887500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.811331219853162, tolerance: 1.67163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.5186610809163, tolerance: 2.3311
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.613317036670818, tolerance: 1.8125199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.89287256473419, tolerance: 1.5976387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.707306892290115, tolerance: 1.39249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.49055663621268, tolerance: 1.64553875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.811982460172157, tolerance: 1.7263549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.96563135003696, tolerance: 1.5573949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.197020144123726, tolerance: 2.1674200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.021839190970258, tolerance: 1.69993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.97717047159906, tolerance: 1.6866200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.429062910539862, tolerance: 1.6575550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.595219506798344, tolerance: 1.9940487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.568046127106527, tolerance: 1.54578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.79942096657529, tolerance: 1.39984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.614274464707382, tolerance: 1.6604
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.90135398448139, tolerance: 1.54909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.271553970119806, tolerance: 1.6137487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.730430921640306, tolerance: 1.90162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.11572656440939, tolerance: 1.5601200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.66269138516156, tolerance: 1.711555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.229081323197008, tolerance: 1.48141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.555271852383264, tolerance: 1.483355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.209324768322066, tolerance: 1.97921875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.912573149481574, tolerance: 2.10811875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.246820369675493, tolerance: 1.7270750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.922076168593907, tolerance: 1.75009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.65829303640828, tolerance: 1.9345200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.749893700588174, tolerance: 2.2288200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.45668040322498, tolerance: 2.6116887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.250097360854372, tolerance: 1.734955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.352486549239833, tolerance: 1.93629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.150138046340054, tolerance: 1.8922887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.0530349811389, tolerance: 1.3942799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.812887891729435, tolerance: 1.9600387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.975033153000737, tolerance: 1.8472887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01103657130546, tolerance: 1.7530200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.982918757185825, tolerance: 2.0592187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.23009991904516, tolerance: 1.96339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.60148859396227, tolerance: 1.8417887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.519026028825422, tolerance: 1.70402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.756924408952344, tolerance: 1.73614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.231787360588008, tolerance: 2.00148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.982749185531176, tolerance: 2.0585550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.220875429624968, tolerance: 1.8846987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.294872473011736, tolerance: 1.8707200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.18483346152785, tolerance: 1.6938187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.624623517309459, tolerance: 2.01896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71289158617202, tolerance: 2.20224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.112389608720882, tolerance: 2.01212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.16207197166701, tolerance: 2.50128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.328710861867574, tolerance: 1.823755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.341187450313605, tolerance: 1.8562750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.371548029808455, tolerance: 2.1183487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.306828577903545, tolerance: 1.99448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.45884567552107, tolerance: 1.8318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.05296742244044, tolerance: 1.48298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.214107848069002, tolerance: 2.05982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.25550985048309, tolerance: 2.02229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.2715099911223, tolerance: 2.344395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.505818049575485, tolerance: 1.52719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.140212737869604, tolerance: 2.11858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.350297352180991, tolerance: 1.5921687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.28174001537394, tolerance: 1.7775887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.94619143724043, tolerance: 2.48171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.999809076857613, tolerance: 2.1781887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.73999940832854, tolerance: 1.61509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.93819797454899, tolerance: 2.3468799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.640003722390686, tolerance: 2.1777887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.995200524023012, tolerance: 2.11599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.771017134172475, tolerance: 1.6682200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.562793557784463, tolerance: 1.7495887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.235646142957101, tolerance: 1.60238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.61135926246594, tolerance: 2.7087549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.270555225076343, tolerance: 1.99511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.935413897718746, tolerance: 1.67038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.815356577375066, tolerance: 2.0163487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.465983579867654, tolerance: 2.099275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.854446476327142, tolerance: 1.7253487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.260142099783344, tolerance: 2.1374887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.87784892473002, tolerance: 2.1267199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.188128015651646, tolerance: 2.00991875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56032114008692, tolerance: 1.7150200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.637401917257849, tolerance: 1.7454200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.315357165208603, tolerance: 1.297955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.744764398104117, tolerance: 1.6501687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.742101176761885, tolerance: 2.082595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.904743026010497, tolerance: 2.2495549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.41225196284371, tolerance: 1.704155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.462249530623463, tolerance: 1.92094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.629971462685534, tolerance: 1.7325387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.403199882687588, tolerance: 1.800275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.718349670256295, tolerance: 2.22619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.561290236965423, tolerance: 2.78798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.746535382348885, tolerance: 1.8941387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.91427188595117, tolerance: 2.26298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.985930218661043, tolerance: 1.6604799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.040443591533148, tolerance: 1.7339887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.063211195349828, tolerance: 2.017595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.567645886299672, tolerance: 2.2109949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.571195551091792, tolerance: 1.8549800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.426425845543406, tolerance: 1.50443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.82624294231985, tolerance: 1.8459887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.65633970694328, tolerance: 2.55938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.905999404956944, tolerance: 1.8481687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.909289911934614, tolerance: 2.40178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.787204982795362, tolerance: 2.0691487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.522169021749333, tolerance: 1.8234750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.594732560545502, tolerance: 1.9103387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.777591270497812, tolerance: 1.75008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.49274085153833, tolerance: 1.732355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.169473383106517, tolerance: 1.579795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.306948453007408, tolerance: 2.08442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.684619880591296, tolerance: 2.1868387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.177531103959808, tolerance: 1.7134387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.253588085015252, tolerance: 1.6462200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.16762903870805, tolerance: 1.40109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.300102376287604, tolerance: 2.2429887500000008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.76739753615038, tolerance: 2.0181
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.05806724712761, tolerance: 1.8493987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.922413813689813, tolerance: 1.7977387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.01633467806526, tolerance: 2.28021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.15051537392326, tolerance: 1.9974
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.64546439534951, tolerance: 1.8853550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.799540498218587, tolerance: 1.72238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.0354649695237, tolerance: 1.95081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.42770007324682, tolerance: 2.0179487499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.995741734285085, tolerance: 1.794155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.197018341972868, tolerance: 2.2325487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.86899868002881, tolerance: 2.10941875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.706347539546613, tolerance: 2.0114799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.465446199194343, tolerance: 2.07114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.30024927146318, tolerance: 1.9355949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.829922963096761, tolerance: 1.8187200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.950618662707909, tolerance: 1.7085949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.039735139949308, tolerance: 2.02584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.084221364387798, tolerance: 2.3542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.856350492809096, tolerance: 1.7255
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.137411413447587, tolerance: 1.8062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.558620027739533, tolerance: 1.88376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.35258550384111, tolerance: 2.2793387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.809923742213423, tolerance: 1.636195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.85944967499947, tolerance: 1.9162887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.980795133297649, tolerance: 1.65336875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.401918395374006, tolerance: 1.77948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.251731589620228, tolerance: 2.10564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.093997702067895, tolerance: 1.37732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.723932139402315, tolerance: 1.8323987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.992326463343062, tolerance: 1.64089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.50884788398748, tolerance: 2.0336799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.566395825894645, tolerance: 2.09878875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.313458585621317, tolerance: 1.799355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.095550403450762, tolerance: 1.811395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.818451300230805, tolerance: 2.04688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.148466339425916, tolerance: 1.500955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.77734448185025, tolerance: 1.9859549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.124768489303298, tolerance: 1.60601875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.914063438132352, tolerance: 2.0023487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.02658881521981, tolerance: 1.668155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.14385445502478, tolerance: 1.41531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.319176345541006, tolerance: 1.4784887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.546589405729247, tolerance: 1.798075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.572093726577993, tolerance: 2.0604750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.867306470583078, tolerance: 1.747955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62694398768312, tolerance: 2.01241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.395068253983126, tolerance: 1.95659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.274416093482433, tolerance: 1.9192
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.155256456212552, tolerance: 1.06201875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.341753185211076, tolerance: 2.12838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01108656658346, tolerance: 1.91362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.579359313209366, tolerance: 2.4617987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70560030403871, tolerance: 1.97344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.127461237911568, tolerance: 2.099755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.42875239677768, tolerance: 1.8764387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.94689295685723, tolerance: 2.1553487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.376229656831445, tolerance: 1.7249949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.01852976368857, tolerance: 1.9273949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.103955913819174, tolerance: 1.9701949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.482820715942214, tolerance: 1.56214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.578101468747658, tolerance: 1.83902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.14421850740648, tolerance: 2.0908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.0979286555285, tolerance: 1.348755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.467949602394143, tolerance: 1.6653950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.576134630524088, tolerance: 1.9449
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.240013483388505, tolerance: 2.22538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.869384123072965, tolerance: 2.32616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.74506959048769, tolerance: 1.7263387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.46462397715034, tolerance: 2.1918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.2534773597159, tolerance: 1.48223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.541103187376937, tolerance: 1.42448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.57240607773632, tolerance: 2.2033487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.58285383082273, tolerance: 1.7299987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.883595027112747, tolerance: 1.70909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.997083595720197, tolerance: 1.689155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.24623636974542, tolerance: 1.87021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.333245325814346, tolerance: 1.68698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.166411486924126, tolerance: 1.60814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.869432014912796, tolerance: 1.6937387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.778873369062808, tolerance: 1.983755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.89587018158524, tolerance: 1.6393949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.059302807136593, tolerance: 1.65729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.38961297951959, tolerance: 1.8370387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.225442299250965, tolerance: 1.8984487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.874445916459578, tolerance: 1.6715487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.977821382871173, tolerance: 1.6217949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.60657763477189, tolerance: 1.7673949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.514951794558332, tolerance: 1.627475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.80249367061451, tolerance: 1.6957200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.061459036595814, tolerance: 2.0501
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.944525900583521, tolerance: 1.92674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.331482551775647, tolerance: 1.59722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.996098371594538, tolerance: 1.8652487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.00424313693956, tolerance: 1.8745987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.890409734496977, tolerance: 1.67004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.208218276004132, tolerance: 1.6328200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.976968675819464, tolerance: 2.184155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.971463440844058, tolerance: 2.03612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.9878887133026435, tolerance: 1.5534387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.735717929910887, tolerance: 2.219075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.30236649683199, tolerance: 1.65658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.049442619434906, tolerance: 1.606755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.934648800633308, tolerance: 1.8986750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.53292331167779, tolerance: 2.37779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.38690736579575, tolerance: 1.394995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.871778707509726, tolerance: 2.086555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.28074858118534, tolerance: 1.7765000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.872275015282405, tolerance: 1.6085950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.792380534054082, tolerance: 1.9589887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.236178934753976, tolerance: 2.3705887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.761258805100564, tolerance: 1.8601887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.600589146388426, tolerance: 1.80594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.799628524010693, tolerance: 2.308395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.71137414627044, tolerance: 2.1775200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.720408082306257, tolerance: 2.163595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.99785721661972, tolerance: 2.09388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.29959298786902, tolerance: 1.76452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11648563123118, tolerance: 1.9131949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.492605347224266, tolerance: 1.917075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.227496903258913, tolerance: 1.5724887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.76169889935047, tolerance: 2.568955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.415107244681504, tolerance: 2.1675199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.671346340775637, tolerance: 1.7682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.285526727409746, tolerance: 1.7933887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.296344648265435, tolerance: 1.98908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.32621454182554, tolerance: 1.6933550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.89739954546762, tolerance: 2.0269887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.022073313776268, tolerance: 1.66138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.057804941806616, tolerance: 2.0302687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.215794604743273, tolerance: 1.6722200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.842809978120567, tolerance: 1.6182750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.39100290942452, tolerance: 1.57706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.93935382302358, tolerance: 1.778475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.56318226686961, tolerance: 1.5400387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.556972581519204, tolerance: 1.7701550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.502278801367407, tolerance: 1.39542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.369401881441604, tolerance: 2.24589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.173226381059855, tolerance: 1.35978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.890385176656658, tolerance: 2.12489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.158875817425486, tolerance: 1.7050687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.936105574974725, tolerance: 1.9932387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.364927002785448, tolerance: 1.74644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.02995473440346, tolerance: 1.8568387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.114689019593996, tolerance: 1.89339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.482345372531213, tolerance: 2.06298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.819206590213444, tolerance: 1.65014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.55978276925273, tolerance: 1.871755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.173636356411983, tolerance: 1.587195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.95271425662174, tolerance: 1.7239887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.931765957036955, tolerance: 1.7883949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.637624170483654, tolerance: 1.7206200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.772930777112517, tolerance: 1.505755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.136052964112636, tolerance: 1.9601199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.745502644470353, tolerance: 1.61809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.122179250370795, tolerance: 1.34904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.62146084773053, tolerance: 1.9838387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.6920920520403, tolerance: 1.893075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.18094726063751, tolerance: 1.987955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.792713562101552, tolerance: 1.51748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.950235020723228, tolerance: 1.56133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.88415258615008, tolerance: 1.62494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.43575714817547, tolerance: 1.82036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.502907318229866, tolerance: 1.58518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.685261844759054, tolerance: 1.3218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57814415030039, tolerance: 1.9974887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.942128376870617, tolerance: 1.70054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.479799928703276, tolerance: 1.86564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.586500205395406, tolerance: 1.56533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.93425287423865, tolerance: 1.9257800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.414474059861565, tolerance: 1.6707687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.901071714443688, tolerance: 1.55969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.304920028425407, tolerance: 1.6904200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.62248258336777, tolerance: 1.98369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.203535183210061, tolerance: 1.5347000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.12474393935229, tolerance: 1.571955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.58145567404763, tolerance: 1.8641987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07977011098108, tolerance: 1.7901387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.012886182723246, tolerance: 1.86949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.336493110777702, tolerance: 1.7895887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.877057383970495, tolerance: 1.889675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.797090679276614, tolerance: 1.98514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.755799552957164, tolerance: 1.17369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.068045731704204, tolerance: 1.686755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.6391968531627, tolerance: 1.6967
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.785380232930493, tolerance: 1.7319949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.452275231979595, tolerance: 1.773755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.4240433171604, tolerance: 1.6808750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.135086888473102, tolerance: 1.420995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.01025914901952, tolerance: 1.84828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.381000443294162, tolerance: 1.9198187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.682992786518085, tolerance: 1.94188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.168585752440238, tolerance: 1.9164
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.007954033091165, tolerance: 1.33456875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.88422668472339, tolerance: 1.6561549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.92515877297814, tolerance: 2.003155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.961925485241924, tolerance: 1.449395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.895600723997443, tolerance: 1.9197950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.45079072257858, tolerance: 1.60619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.60760054034154, tolerance: 1.7027549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.465711308102613, tolerance: 1.595795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.461273117021776, tolerance: 1.955675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.920721967385997, tolerance: 1.80076875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.716251281753753, tolerance: 1.8210000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.19229192136299, tolerance: 1.6210987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.364127141677276, tolerance: 1.75698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.62215472530345, tolerance: 1.6810887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.4553718952183, tolerance: 1.63196875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.345193466925426, tolerance: 1.9430687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.55042571301672, tolerance: 1.2901950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.440084659653465, tolerance: 1.4684000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.878059765378485, tolerance: 1.74688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.575554116905714, tolerance: 1.7028987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.381491903825342, tolerance: 2.09613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.91344462099268, tolerance: 2.08791875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.268543858080307, tolerance: 2.0463387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.8448450019693, tolerance: 1.6121387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.112975762659563, tolerance: 1.91926875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.431403204869772, tolerance: 1.701475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.88333212942198, tolerance: 1.45406875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.971681068924426, tolerance: 2.0492387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.021707908017516, tolerance: 1.4791687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.353282775648378, tolerance: 1.7633200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.98502233875029, tolerance: 1.196075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.728832518091636, tolerance: 1.37848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.23104461799537, tolerance: 1.45039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.503760920686084, tolerance: 1.7772750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.843181366932885, tolerance: 1.78439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.45783876240956, tolerance: 1.10732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.43412948761975, tolerance: 1.6358799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.024613667045372, tolerance: 1.6009200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.297731351324195, tolerance: 1.800475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.034733517483442, tolerance: 1.71208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.109895165771734, tolerance: 1.80728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.079262753659926, tolerance: 1.9215887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.342299978511289, tolerance: 1.8285487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.437552274521943, tolerance: 1.6613949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.190150116684599, tolerance: 1.3055887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.813628777747432, tolerance: 1.4825000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.725569385169333, tolerance: 1.8525950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.974172217159715, tolerance: 1.46442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.45948940121083, tolerance: 1.8035949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.268487332970132, tolerance: 1.8496687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.577564193141889, tolerance: 1.7325487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.92726264342787, tolerance: 1.5356687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.984807344377074, tolerance: 1.3181487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.461837025616582, tolerance: 1.9835549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.156200879530468, tolerance: 1.52538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.2513652686835, tolerance: 1.29588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.015511089255668, tolerance: 1.51669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.443206430463325, tolerance: 1.308355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.43759600321831, tolerance: 1.3161200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.010698242090736, tolerance: 1.98668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.04737412693039, tolerance: 1.8987687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.108483136879116, tolerance: 1.8933949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.983789214363103, tolerance: 1.6733487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.296675605068515, tolerance: 1.9539000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.29540375050825, tolerance: 1.6279887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.08979710390113, tolerance: 1.4721887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.752371360171132, tolerance: 1.7663487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.230614560807556, tolerance: 1.7005200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.56839829873041, tolerance: 1.49398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.624304435281243, tolerance: 1.61818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.080274875352174, tolerance: 1.82368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.837954456016572, tolerance: 1.3725950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.514976782456893, tolerance: 1.66188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.26755660464435, tolerance: 1.8530887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.12640664008532, tolerance: 1.448355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.457400251604934, tolerance: 1.558995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.439925032486197, tolerance: 1.836475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.19171693603903, tolerance: 1.7660799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.094744263966534, tolerance: 2.0760887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.297243876786036, tolerance: 1.57228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.344384088045032, tolerance: 1.69153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.981758807177087, tolerance: 1.66509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.352394008102772, tolerance: 1.42073875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.196368571055494, tolerance: 2.07061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.040123404093983, tolerance: 1.9633
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.659378842164369, tolerance: 1.7719949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.5039975478745, tolerance: 2.186995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.63442597708964, tolerance: 1.56632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.76401969616155, tolerance: 1.5336
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.2459666068247, tolerance: 1.8069950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.840029168574938, tolerance: 1.62268875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.312781397685384, tolerance: 1.7123000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.740636547293107, tolerance: 1.614355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.549043129326595, tolerance: 1.22444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.870636408369894, tolerance: 1.8545949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.966517075132614, tolerance: 1.9185887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.442095538049276, tolerance: 1.83971875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.067949532220588, tolerance: 2.12178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.895801753756453, tolerance: 1.7387000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.360901582590184, tolerance: 1.70203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.262700164404121, tolerance: 1.4162487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.35689168773921, tolerance: 1.58492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.197964642832714, tolerance: 1.56331875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.16871249561809, tolerance: 1.53712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.02522838394704, tolerance: 1.6385949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.159661194925114, tolerance: 2.05171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.68785530559058, tolerance: 1.4903487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.44487610986583, tolerance: 1.7690887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.05537688377033, tolerance: 2.002955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.829740651679224, tolerance: 1.6530387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.958826739625046, tolerance: 1.5518487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.166865320361914, tolerance: 1.434355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.864749872247708, tolerance: 1.63568875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.035822776157488, tolerance: 1.2679200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.35666234037749, tolerance: 1.8373550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.80734552756801, tolerance: 1.7241950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.898903307196303, tolerance: 1.591
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.093938183662374, tolerance: 1.304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.535030771840393, tolerance: 1.6823549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.640554721826339, tolerance: 1.55549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.198072231195013, tolerance: 1.7433887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.88628520404633, tolerance: 1.7921200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.020596729865552, tolerance: 1.5015487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.38679617825872, tolerance: 1.2583950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.80692345396543, tolerance: 1.33249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.108047328252727, tolerance: 1.8920387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.370333644017617, tolerance: 1.51111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.54305380202384, tolerance: 1.9333800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.522070167817635, tolerance: 1.786995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.993949356669713, tolerance: 1.38763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.46047636765732, tolerance: 1.537395
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.102326190827625, tolerance: 2.017555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.90896869158348, tolerance: 2.0200487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.896834056716674, tolerance: 1.7178887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.66794628921995, tolerance: 1.59152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.01878370264634, tolerance: 1.76394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.91025249504483, tolerance: 1.8309000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.369468577236077, tolerance: 1.597195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.740209003808783, tolerance: 1.535795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.62528307315502, tolerance: 1.9159950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.381179631873344, tolerance: 1.68543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.84333144749706, tolerance: 1.9825000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.396092101766, tolerance: 1.8185549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.985652917983536, tolerance: 1.376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.31706155583619, tolerance: 1.5571949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.548135615916294, tolerance: 2.0407949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.403023153590205, tolerance: 1.6307
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.24936556274447, tolerance: 1.9834799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.63883787941191, tolerance: 1.9017887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.00028802747704, tolerance: 1.8349550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.65733309681318, tolerance: 1.79203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.20888877248578, tolerance: 1.49422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.29518868718412, tolerance: 2.03914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.581054537784794, tolerance: 1.967475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.52887874193104, tolerance: 2.270955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.25831515621678, tolerance: 1.48842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.502519246686944, tolerance: 1.9745000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.14029583336081, tolerance: 1.652755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.339302978823447, tolerance: 1.7135887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.485179612061, tolerance: 2.0127550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.526879858385929, tolerance: 1.4683887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.307755788681163, tolerance: 1.3539200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.88587407770869, tolerance: 1.87742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.954532983240448, tolerance: 1.67343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.50335383938035, tolerance: 1.4591950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.80196490463108, tolerance: 1.8698387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.78390711768398, tolerance: 1.60308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.499090894594172, tolerance: 1.5236387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.82496664336931, tolerance: 1.9388687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.46908991620068, tolerance: 2.01808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.2381661308859, tolerance: 2.0812799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.859498175675014, tolerance: 1.7590750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.49421001551573, tolerance: 1.24386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.312617357194036, tolerance: 1.7038987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.09873333379724, tolerance: 1.97911875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.60834787444057, tolerance: 1.9911949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.606737785463732, tolerance: 1.58718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.70681712960954, tolerance: 1.67199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.753366469836365, tolerance: 2.3489550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.59179671512406, tolerance: 1.727955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.47471839247854, tolerance: 1.49213875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.67594658194464, tolerance: 1.627395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.227098574650984, tolerance: 1.725475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.766168537752364, tolerance: 1.74958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.854659955718564, tolerance: 1.8599387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.994599374476827, tolerance: 1.63219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.671834738320179, tolerance: 1.181875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.83149909623502, tolerance: 1.853275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.770179786929987, tolerance: 1.63876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.77488212527292, tolerance: 2.51023875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.902908068449634, tolerance: 2.18472
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4590314593882567, tolerance: 1.6772887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.451288840137536, tolerance: 2.0567
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.289496439684562, tolerance: 1.558275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.04806677082332, tolerance: 1.45488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.522010893126719, tolerance: 1.51361875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.18157021738418, tolerance: 2.187395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.364604184155745, tolerance: 1.782875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.44089066953006, tolerance: 2.2836887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.443973632752638, tolerance: 1.488195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.248862649780975, tolerance: 1.89703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.076240162941275, tolerance: 2.086195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.77360848793087, tolerance: 1.828155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.261781266982947, tolerance: 1.5983887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.251765656857454, tolerance: 1.6125800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.104540177687554, tolerance: 1.82643875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.61166575250817, tolerance: 2.37738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.053804238818245, tolerance: 1.7657200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.35158916536249, tolerance: 2.4731487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.32171541354788, tolerance: 1.8907949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.19641283897815, tolerance: 1.8225887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.379192217297973, tolerance: 1.3777550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.761639432989426, tolerance: 1.89034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.697465696134536, tolerance: 1.6249387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.446645367708395, tolerance: 1.34919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.32857104668861, tolerance: 2.124995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.669511914386234, tolerance: 1.8665949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.666669393643325, tolerance: 1.6920887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.898204923609, tolerance: 2.2958387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.01231148356021, tolerance: 1.669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.526626364291126, tolerance: 1.90589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.77746573962839, tolerance: 2.069475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.99573282896336, tolerance: 1.7793200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.71849999435262, tolerance: 2.32879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.95376233936166, tolerance: 2.19702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.02265767152827, tolerance: 1.47594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.74643259279807, tolerance: 1.5287799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.641963041785594, tolerance: 1.6491200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.631013275989464, tolerance: 1.63339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.585571974060862, tolerance: 1.70588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.218133427047363, tolerance: 1.8341800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.363870355148146, tolerance: 1.6269887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.038254287533135, tolerance: 1.6988387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.874113595776357, tolerance: 1.9109987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.765566219756586, tolerance: 1.690275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.16148513857911, tolerance: 2.008755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.582787380533546, tolerance: 1.577155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.509959403111395, tolerance: 1.860875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.678665182599723, tolerance: 1.82969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.70417997351394, tolerance: 2.25906875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.902302670114906, tolerance: 2.01049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.297843867123895, tolerance: 2.000755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.06857718855605, tolerance: 2.2519549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.391094137755992, tolerance: 2.44479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.98396556748697, tolerance: 2.07109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.383580953111387, tolerance: 2.3267949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.1520523760622, tolerance: 1.95651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.641306697088567, tolerance: 2.2982487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.538864634030862, tolerance: 2.09083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.94749638853503, tolerance: 1.8909987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.139867420430352, tolerance: 1.34729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.143654082969352, tolerance: 1.37008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.680675502564, tolerance: 1.84238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.17344050564204, tolerance: 2.1703
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.871729679522, tolerance: 2.0845949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.724585607516616, tolerance: 1.675475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.315747128472992, tolerance: 1.6537487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.24533011283651, tolerance: 1.9166987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.067176462422047, tolerance: 2.024555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.91482768113374, tolerance: 1.72934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.35926846471718, tolerance: 2.23548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.83377680662734, tolerance: 2.199995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.767814709797385, tolerance: 1.995755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.975117530824658, tolerance: 1.8334000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17899451656388, tolerance: 1.9599187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.60759944345005, tolerance: 1.34234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.701099432238685, tolerance: 2.2700887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.063728925439563, tolerance: 1.284475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.016783733655664, tolerance: 1.84136875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.399831497194405, tolerance: 2.0518187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.826787206013243, tolerance: 1.7181487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.23809342270156, tolerance: 1.7311987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.71144810204712, tolerance: 1.950555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.82579071018081, tolerance: 1.8525199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.279328775547505, tolerance: 1.4512200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.603157224033964, tolerance: 2.0875800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.479586171587172, tolerance: 1.803595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.173767277458197, tolerance: 2.0865887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.683430963036965, tolerance: 1.8083887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.667759119693255, tolerance: 1.7699949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.717047224169715, tolerance: 2.0167800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.53176549247914, tolerance: 1.4775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.27112226707865, tolerance: 2.16902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.392384220575764, tolerance: 1.7255949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.932374851854885, tolerance: 1.55309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.433453989147715, tolerance: 2.2122200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.65571358948939, tolerance: 1.75609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.41277301890836, tolerance: 1.9598799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.439495662555437, tolerance: 2.07648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.906231920815173, tolerance: 1.8426187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.454606729354847, tolerance: 1.7564000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.694032439550185, tolerance: 1.8081949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.476994828649417, tolerance: 1.90169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.277074176456473, tolerance: 1.7540487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.509237399336744, tolerance: 1.9775949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.23415668995079, tolerance: 1.481475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.6442669344183, tolerance: 1.9015550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.694116393110587, tolerance: 1.95763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.979114790516533, tolerance: 1.8227887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.24906153924239, tolerance: 1.55604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.226534134839135, tolerance: 1.71094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.983267326405805, tolerance: 1.8829200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.1870297874219, tolerance: 1.68114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.757213064747745, tolerance: 1.528475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.51072142510776, tolerance: 1.7905950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.699169785814632, tolerance: 1.769155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.58125630519351, tolerance: 1.8855000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.21918450638018, tolerance: 2.2732200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.210427853011527, tolerance: 1.94709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.045244337468425, tolerance: 1.91478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.157353593547167, tolerance: 2.23769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.47900142816715, tolerance: 1.7632200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.742028868258824, tolerance: 2.13623875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.290511723682357, tolerance: 1.9232187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.02627121131194, tolerance: 1.594755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.254757619958294, tolerance: 1.8598000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.443759847711164, tolerance: 1.90982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.197593358955807, tolerance: 1.5577387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.828979600677876, tolerance: 1.49774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.76036020909148, tolerance: 1.9838887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.08921403288229, tolerance: 2.4457549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.55363436745534, tolerance: 1.77914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.802050342738845, tolerance: 1.942755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.53219972148608, tolerance: 2.2919187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.037605362081457, tolerance: 1.9676799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.99398055658614, tolerance: 2.2980387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.071029243905464, tolerance: 1.924355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.029333388836339, tolerance: 1.248955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.144472406539716, tolerance: 1.8089887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.091989125563067, tolerance: 1.8576487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.291558537312884, tolerance: 1.8782687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.07653205128005, tolerance: 1.7207949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.655263121300514, tolerance: 1.88979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.34034134066276, tolerance: 1.8921800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.662603255348444, tolerance: 2.6121000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.971121176554018, tolerance: 1.6443687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.278238749117918, tolerance: 1.8477949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.192414449504234, tolerance: 1.576
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.67466479869485, tolerance: 2.01832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.86594915848204, tolerance: 1.81224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.499056940291343, tolerance: 1.60071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.59744602897003, tolerance: 1.68248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.78242792068228, tolerance: 1.8870799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.68640658509659, tolerance: 2.12232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.748826748015638, tolerance: 1.65729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.69955328712743, tolerance: 1.9071887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.270497714233045, tolerance: 1.5349549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.840597898357636, tolerance: 1.21149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.17022091302826, tolerance: 1.519755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.699594636073783, tolerance: 1.57299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.52552894617024, tolerance: 1.8415799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.88506396374471, tolerance: 1.71888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.08344977913405, tolerance: 1.6420750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.0378817460523, tolerance: 1.8446200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.154980232057078, tolerance: 1.4027
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.162413485618373, tolerance: 1.6841800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.018468630710295, tolerance: 1.7700200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.631045937744318, tolerance: 1.7521949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.849532965501027, tolerance: 1.47248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.335783988117043, tolerance: 1.34312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.246504027911783, tolerance: 1.46398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.262528765487318, tolerance: 1.96438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.262764494894988, tolerance: 1.59564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.761801003576995, tolerance: 1.85269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.61993721584106, tolerance: 1.4865000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.480063795505, tolerance: 2.2469487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.607038095644524, tolerance: 1.7400887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.56777469320424, tolerance: 2.445955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.70964178423597, tolerance: 1.62329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.21988852500212, tolerance: 2.35184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.50374744036837, tolerance: 2.2991949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.28810339426255, tolerance: 1.6934
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75183289539762, tolerance: 1.434955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.019904610880545, tolerance: 1.6563200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.20854415332195, tolerance: 1.746355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.784226192646956, tolerance: 1.7972000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.345666287176016, tolerance: 1.6623387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.05143787329217, tolerance: 2.18018875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.103037896353893, tolerance: 1.6555550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.41202883762439, tolerance: 1.91962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.555434288556032, tolerance: 1.673475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.966401355990257, tolerance: 2.01226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.29258352493097, tolerance: 1.6978887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.44775727972112, tolerance: 2.07991875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.44131409492034, tolerance: 1.339475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.577777646466796, tolerance: 1.4708387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.992098045197096, tolerance: 2.18999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.218797940751408, tolerance: 1.6527687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.81371877280961, tolerance: 2.14718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.428897282195756, tolerance: 2.0133550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.60079577902823, tolerance: 1.6661949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.36505923568594, tolerance: 1.58654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.581011924004585, tolerance: 2.08978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.598005007599532, tolerance: 1.8020799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.22850077507688, tolerance: 1.6867487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.14026976089285, tolerance: 1.6391887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.869381005262088, tolerance: 1.582595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.334904255483284, tolerance: 1.174595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.005487644083427, tolerance: 1.80529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.827100592960605, tolerance: 1.5114799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.528847759483646, tolerance: 1.48128875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.334855479205167, tolerance: 2.025995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.64376518468915, tolerance: 1.7308387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.488364241462314, tolerance: 1.79298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.78805260576582, tolerance: 1.7867549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.68558409749037, tolerance: 1.78118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.66882028010279, tolerance: 1.8848200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.661557676172, tolerance: 2.2937387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.505819868332033, tolerance: 1.9626750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.571581643906637, tolerance: 1.37869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.89615745614353, tolerance: 1.92058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.243092684112852, tolerance: 1.3483550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.99270765894561, tolerance: 2.03722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.72583495709934, tolerance: 2.0504200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.115664045031327, tolerance: 1.667275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.386505860257873, tolerance: 2.0018200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.43701106912307, tolerance: 1.94838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.058817362447822, tolerance: 1.393555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.861808802969055, tolerance: 2.141755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.729357628752275, tolerance: 2.00126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.0463697982377, tolerance: 2.144155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.95401106620809, tolerance: 1.54752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.748332119876697, tolerance: 1.9021550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.347209591375282, tolerance: 1.84469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.573630642256791, tolerance: 1.5113200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.542637231567674, tolerance: 1.77508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.664535034689067, tolerance: 1.8923487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.858447625285038, tolerance: 2.3043
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.645835013883296, tolerance: 1.63703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.457095155962985, tolerance: 1.4960200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.063271651110327, tolerance: 1.8835887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.917975499504877, tolerance: 1.94199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.970529972197163, tolerance: 1.9674200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.983055367313593, tolerance: 1.76918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.916356086671303, tolerance: 1.90201875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.47131678709777, tolerance: 1.6974387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.69816386560319, tolerance: 1.7557949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.257794121009745, tolerance: 2.18083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.705477671021377, tolerance: 1.9456887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.64314304920922, tolerance: 1.8718387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.79527151237603, tolerance: 1.84198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.57951794867966, tolerance: 2.086195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.13029083177644, tolerance: 2.0192200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.885543293600037, tolerance: 2.26659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.132042766726872, tolerance: 1.8052750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.375659278252865, tolerance: 1.9431687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.735086681769634, tolerance: 1.66939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.818634663814088, tolerance: 1.5478750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.06501577305008, tolerance: 2.119275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.329947843744197, tolerance: 2.1693949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.979916157400512, tolerance: 2.26004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.360186023494, tolerance: 1.69258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.728351479663363, tolerance: 1.9449987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.84918980202726, tolerance: 1.9437949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.162423381934502, tolerance: 1.9016187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.071677208993794, tolerance: 2.1477487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.1516894514983, tolerance: 2.03483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.15696823551344, tolerance: 2.1996200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.44508457133036, tolerance: 2.0741800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.371004495173704, tolerance: 1.9045887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.8506320020625, tolerance: 2.09718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.93323625394176, tolerance: 2.14788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.58118094769972, tolerance: 2.04122
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40516759147131, tolerance: 1.563795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.42623092370506, tolerance: 2.1392387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.56672637915858, tolerance: 1.9498887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.58078277386511, tolerance: 1.9411887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.54492711476759, tolerance: 1.9487549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.16713943797534, tolerance: 2.055075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.75759204437893, tolerance: 1.8583387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.007389052523635, tolerance: 2.00974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.54380361753619, tolerance: 1.8941949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.6352588438537, tolerance: 2.130795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.94358618678896, tolerance: 2.5915387500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.641754514009556, tolerance: 1.88591875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.79479214691076, tolerance: 1.84181875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.902037609932737, tolerance: 1.636955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.03487890809103, tolerance: 1.816155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.429380516811523, tolerance: 1.63628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.791402670749545, tolerance: 1.984475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.976510969629896, tolerance: 2.1679950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.992496737680064, tolerance: 1.72228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.591196883747124, tolerance: 1.7008750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.01249289442374, tolerance: 1.8637949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.349971157881647, tolerance: 1.724995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.720695139254712, tolerance: 1.74859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.78618713633101, tolerance: 2.11654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.614454545184827, tolerance: 2.23918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.02614670843612, tolerance: 2.5666987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.764830411586296, tolerance: 1.8575949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.018927498848857, tolerance: 2.2409799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.13713277839621, tolerance: 1.9640000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.336790963233774, tolerance: 1.9915887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.358199315587779, tolerance: 1.49469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.569777320049415, tolerance: 2.43039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.27291571808336, tolerance: 2.2196687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.60705817660749, tolerance: 2.3282200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.669885951170304, tolerance: 1.7811887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.99334891487906, tolerance: 2.178155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.335055025999985, tolerance: 2.29336875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.499110887809948, tolerance: 2.0115387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.062851968779306, tolerance: 1.6651550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.294640997315817, tolerance: 2.62008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.72794090804097, tolerance: 1.98004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.92818365322015, tolerance: 2.74224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.551377099675104, tolerance: 1.89734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.045045132384423, tolerance: 1.6689199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.413826708189234, tolerance: 1.469395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.547624818792656, tolerance: 1.5215950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.34616043206399, tolerance: 2.08086875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.317048709617959, tolerance: 1.888155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.051495803524517, tolerance: 1.62793875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.906917480172925, tolerance: 1.8073949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.969784567232587, tolerance: 2.25519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.098861552861372, tolerance: 2.30996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.837911279968278, tolerance: 1.88831875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.89381036648186, tolerance: 1.4583887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.16482441506265, tolerance: 2.1463387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.510237435753726, tolerance: 2.12361875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.21011294969068, tolerance: 2.16784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.81591078700341, tolerance: 1.9972987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.21989344700637, tolerance: 1.7837
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.58102375751641, tolerance: 2.1829549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.9457603824883, tolerance: 2.2055487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.813567705288033, tolerance: 1.986955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.65396699025959, tolerance: 1.68789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.25093038000874, tolerance: 2.4495387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.028055310770647, tolerance: 1.7524887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.039745186461367, tolerance: 1.9266750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.94723928541196, tolerance: 2.2178387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.02507854707859, tolerance: 1.3831200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.639105265797447, tolerance: 1.90514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.87862978418476, tolerance: 1.6751487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.80223452157403, tolerance: 2.15421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.733261973797184, tolerance: 1.97649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.87848793729755, tolerance: 2.1609949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.57782722491815, tolerance: 2.15203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.6329853054905, tolerance: 2.10288875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.395270290411215, tolerance: 2.44384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.908366264398946, tolerance: 1.556155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.1392874744855, tolerance: 1.70144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.659276282793625, tolerance: 2.0765550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.51658257758205, tolerance: 2.21478875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.366169597155924, tolerance: 2.2001549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.0204672863779, tolerance: 1.91078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.944719327045043, tolerance: 1.7212687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.215607126463276, tolerance: 2.178995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.525445351833056, tolerance: 1.8749187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.969817432942016, tolerance: 1.72539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.7390383652373, tolerance: 1.7129387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.69617507470146, tolerance: 1.454475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.996560842840985, tolerance: 1.61112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.718732246310616, tolerance: 1.9201549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.08860461207494, tolerance: 2.47471875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.101056584630243, tolerance: 1.8863887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.710827191012548, tolerance: 1.83126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.556726007696078, tolerance: 2.1285550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.62815967686509, tolerance: 1.926755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.402429915353647, tolerance: 1.798955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.735112859938475, tolerance: 1.76931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.142737555565645, tolerance: 2.23778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.377574335102302, tolerance: 2.1479987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.070655344947166, tolerance: 2.0415550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.82571299183245, tolerance: 2.339755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.54404024883374, tolerance: 2.26888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.923448500852803, tolerance: 1.9429987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.073795024660853, tolerance: 2.16351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.189950484773625, tolerance: 2.4519687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.988796862956683, tolerance: 1.5657200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.58876448077472, tolerance: 1.990595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.66521970185475, tolerance: 2.135795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.536738981533942, tolerance: 1.7040987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.615268550812576, tolerance: 1.7689387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.66652273464367, tolerance: 2.07849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.031696260075655, tolerance: 1.833355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.190619670454797, tolerance: 2.09923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.938851596993008, tolerance: 2.03106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.865411241164292, tolerance: 1.78824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.12345325777318, tolerance: 2.1918887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.952468442989183, tolerance: 1.8355387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.6926363925857, tolerance: 2.20458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.402276380576183, tolerance: 1.94353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.276616779056653, tolerance: 2.14828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.15708910516974, tolerance: 1.7449387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.991948159040675, tolerance: 1.8627199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.094738962168698, tolerance: 2.022595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.932541131848623, tolerance: 1.88972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.786799214081057, tolerance: 2.2126187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.502088069115356, tolerance: 2.530955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.174121963307755, tolerance: 1.971
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.0857109285242, tolerance: 2.15288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.522950032445882, tolerance: 1.6731
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.90102689616882, tolerance: 1.722595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.510994788764233, tolerance: 2.0407949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.37824674984271, tolerance: 1.812475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.620713580175481, tolerance: 1.59874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.875061278860688, tolerance: 1.33866875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.2351627251887, tolerance: 1.9477187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.752262737724394, tolerance: 1.86923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.575540543757675, tolerance: 2.1543949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.36364398784687, tolerance: 1.7467987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.693523038261871, tolerance: 1.56818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.62309221369896, tolerance: 1.67368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.056965714599944, tolerance: 1.54278875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.271263851660347, tolerance: 1.87876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.696490206516486, tolerance: 2.24383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.23539885430055, tolerance: 1.5623550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.709548227430982, tolerance: 1.8362987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.008383375892386, tolerance: 2.14548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.93733682350584, tolerance: 1.50473875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.1963455703728, tolerance: 1.8859549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.40417018306963, tolerance: 1.5418987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.324943230428246, tolerance: 1.9498487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.745202002380687, tolerance: 1.9920799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.181099235069862, tolerance: 1.7175949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.597034846815939, tolerance: 1.7429387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.186188071471644, tolerance: 2.3290887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.258028260934303, tolerance: 1.84854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.120298687122258, tolerance: 1.9959550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.93364499619104, tolerance: 1.91579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.1321997884878, tolerance: 2.0481687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.588454079918574, tolerance: 2.0440750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.470686816303207, tolerance: 2.078555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.483836051914388, tolerance: 1.9416987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.288708449613562, tolerance: 1.55893875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.038245280827894, tolerance: 1.7963
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94538732529459, tolerance: 2.16286875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.90488338171068, tolerance: 2.0100200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.117726555392968, tolerance: 1.58568875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.396579524978662, tolerance: 1.73458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.723078770927057, tolerance: 1.681355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.669326589121926, tolerance: 1.8121387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.29649783725047, tolerance: 1.8958799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.82200316016114, tolerance: 1.7306750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6642569914371, tolerance: 1.8857887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.055294048354057, tolerance: 1.9226987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.250121802309824, tolerance: 1.5867887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.28970881486579, tolerance: 2.2115887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.601185799692857, tolerance: 1.5716750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.803163440589525, tolerance: 1.8744387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.6885232650473, tolerance: 1.99808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.821926991233557, tolerance: 1.9099800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.43739304272413, tolerance: 2.27699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.832732438143825, tolerance: 2.113355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.058909988547665, tolerance: 1.444195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.486482624758267, tolerance: 2.0251987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.41503514838986, tolerance: 1.59344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.26028852919757, tolerance: 1.62103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.61351445153175, tolerance: 1.8431550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.551250475895294, tolerance: 1.83138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.508707838172475, tolerance: 1.7148200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.429993818622478, tolerance: 1.8717800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.34591427668602, tolerance: 1.80621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.961525920728942, tolerance: 2.3895887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.92726171141864, tolerance: 2.013555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.757969650579735, tolerance: 1.99928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.434030866567586, tolerance: 1.46648875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.085885922514368, tolerance: 2.1615949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.62346935115244, tolerance: 1.7915949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.4440847852766, tolerance: 2.0830200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.8488336110735, tolerance: 1.75608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.493633051391384, tolerance: 1.8079687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.19788059269941, tolerance: 1.6947949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.569130057196674, tolerance: 2.554195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.21199622204669, tolerance: 2.0180200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.085359685663093, tolerance: 1.73776875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.58855197873276, tolerance: 1.507195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.47891766020736, tolerance: 1.8503800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.68891044382042, tolerance: 2.02029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.066299100260622, tolerance: 1.7468750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.066244168477365, tolerance: 1.7237199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.629569889918198, tolerance: 1.6846200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.855192544353535, tolerance: 1.8073550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.61516675610471, tolerance: 1.78018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.884153219998208, tolerance: 2.279755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.93067092969097, tolerance: 1.6613549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.69236619549259, tolerance: 1.44956875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.829608893243023, tolerance: 1.8837000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.151912896288936, tolerance: 1.70794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49372069159644, tolerance: 1.6941187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.16496526636776, tolerance: 1.6990799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.13827685103809, tolerance: 1.5405200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.49128040672525, tolerance: 2.32576875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.942333624737877, tolerance: 1.7816887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.34812378407771, tolerance: 1.8980687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.360754371555757, tolerance: 2.0672200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.018299969892382, tolerance: 1.67939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.69363472419621, tolerance: 1.57914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.6398900584475, tolerance: 1.8724887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.94416476795309, tolerance: 1.7165387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.652711563753936, tolerance: 1.6875487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.702816079067816, tolerance: 1.82683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.944476816337879, tolerance: 1.49328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.816273714373107, tolerance: 2.1450487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.184415508329643, tolerance: 1.9832750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.804951444623066, tolerance: 1.67363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.340062783014574, tolerance: 1.3820387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.992604977376036, tolerance: 1.66258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.282105375711094, tolerance: 2.076155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.42120342937907, tolerance: 1.8623887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.24656791253015, tolerance: 2.2243
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46711963183314, tolerance: 1.7069
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.95484259310283, tolerance: 2.2572
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.904774095121805, tolerance: 1.9089549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.1818550148065, tolerance: 1.38764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.220668047706138, tolerance: 2.00254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.40913271925497, tolerance: 1.47469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.438484304970867, tolerance: 1.5541887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.500493403922135, tolerance: 2.267875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08688946505348, tolerance: 1.73948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.028285126706656, tolerance: 1.63592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.834735899237813, tolerance: 2.11491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.881175144574227, tolerance: 2.00288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.17301766823629, tolerance: 1.7196200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.65192297197666, tolerance: 1.7188987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.818284774899283, tolerance: 1.8281199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.414058541342285, tolerance: 1.81718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.55944241858454, tolerance: 1.49168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.80499509556632, tolerance: 2.00758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.653826743099568, tolerance: 1.46264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.82743051125562, tolerance: 2.36409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.65388496305953, tolerance: 1.81781875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.66143172226326, tolerance: 1.84534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.419591456983056, tolerance: 1.8920200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.66858789973513, tolerance: 1.7596200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.396210314604293, tolerance: 2.27518875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.186521025704394, tolerance: 1.473155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.280469792993674, tolerance: 2.00308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.46605910261004, tolerance: 2.3136987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.002643775745167, tolerance: 1.7323487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.262675577327485, tolerance: 1.88604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.820663337271014, tolerance: 1.9608200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.66533139760605, tolerance: 1.95139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.87431965919895, tolerance: 1.7510750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.178353546190868, tolerance: 1.274355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.285554959968422, tolerance: 1.49114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.64673110950556, tolerance: 2.130555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.085169260448172, tolerance: 1.8938387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.934104660311547, tolerance: 1.5592387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.905133010924683, tolerance: 1.96419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.777723024554405, tolerance: 1.576275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.85892682492765, tolerance: 1.49324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.407714909199097, tolerance: 2.328755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.556613353320564, tolerance: 2.20232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.23672080760451, tolerance: 1.72556875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.178883335375538, tolerance: 1.64891875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.85304851878029, tolerance: 1.9553949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.828407148116455, tolerance: 1.479595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.777751949174892, tolerance: 1.8123200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.6670200558546, tolerance: 1.8727950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.68118113883049, tolerance: 2.021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.934555864662855, tolerance: 1.958755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.943774275220278, tolerance: 2.2187949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.45250412337072, tolerance: 1.7836
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.06116152014166, tolerance: 2.1656387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.75927831905971, tolerance: 1.6321
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.61793519291703, tolerance: 1.51833875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.657428532474746, tolerance: 1.9515887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.895689676021888, tolerance: 1.5945549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.97238491984392, tolerance: 1.593475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.548474906354627, tolerance: 1.9045987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.367137190517113, tolerance: 1.86
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.026488781868977, tolerance: 1.5448887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.104257236565907, tolerance: 2.07356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.551751595970934, tolerance: 1.7305199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.11517084393405, tolerance: 1.8612799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.208020042212652, tolerance: 1.7999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.358304653495207, tolerance: 1.7799800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.365418100282135, tolerance: 1.9741987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.221202084797664, tolerance: 1.8514387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.86780237293369, tolerance: 1.82876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.183843953285677, tolerance: 1.610795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.237507780091548, tolerance: 1.777555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.859332931359095, tolerance: 1.6918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.43355115075841, tolerance: 1.48058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.687998425313726, tolerance: 1.9773200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.66543723329159, tolerance: 1.4442387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.42893455212566, tolerance: 1.7198200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.534884324131074, tolerance: 1.7661187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.84179713678624, tolerance: 1.68968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.431505099120063, tolerance: 1.9537200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.307788105147253, tolerance: 1.62508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.086027304850557, tolerance: 1.7457200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.152499075853054, tolerance: 1.579195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.24824193465279, tolerance: 2.26808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.373087400083108, tolerance: 1.49369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.289307187636307, tolerance: 1.4082200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.30640409840523, tolerance: 1.97751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.859136571485458, tolerance: 1.48799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.044173089838438, tolerance: 1.8602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.225648522407987, tolerance: 1.87066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56993136014568, tolerance: 1.7116799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.44337793267158, tolerance: 1.765875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.6871837833963, tolerance: 1.44818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.528781079652042, tolerance: 1.6894187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.116094976637086, tolerance: 1.78329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.077478639106893, tolerance: 1.5154750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.399275253117, tolerance: 1.800555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.982505180146514, tolerance: 1.38228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.106249660221962, tolerance: 1.7432487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.572677122901272, tolerance: 1.3621
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.160459986922653, tolerance: 1.59809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54940381084712, tolerance: 1.64792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.26418045636063, tolerance: 1.2989887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.525304837600977, tolerance: 1.81288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.037695053708745, tolerance: 1.7653199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.64025951317053, tolerance: 1.8636750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.199156338224785, tolerance: 1.77151875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.126270432915437, tolerance: 1.43238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.522704563508725, tolerance: 1.53028875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.04845218593414, tolerance: 1.489675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.53238110816227, tolerance: 1.609075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41133314447622, tolerance: 1.4193487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.831970719814386, tolerance: 1.85886875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.822943682774575, tolerance: 1.295075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.384336694494706, tolerance: 1.73518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.547305792960643, tolerance: 1.8314387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.51316950409926, tolerance: 1.62713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.265687687690146, tolerance: 1.579595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.71395244018583, tolerance: 1.6701549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.498003242280337, tolerance: 1.8478200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.72305894706595, tolerance: 1.6709199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.27873967461004, tolerance: 1.24014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.473005161791406, tolerance: 1.739
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.53720237406364, tolerance: 1.4611387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.922720553426572, tolerance: 2.2413000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.974900010434112, tolerance: 1.9405987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.634427439030638, tolerance: 2.0691800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.840464841531176, tolerance: 1.61
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.995095727484504, tolerance: 1.6704687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.938798655899173, tolerance: 2.0791487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.620312425268104, tolerance: 1.82443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.35917080573394, tolerance: 2.00158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.343306375439976, tolerance: 2.0793387500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.094812274783074, tolerance: 1.8744200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.968468594289075, tolerance: 2.05322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08983942984305, tolerance: 2.08452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.749149313924192, tolerance: 1.9574887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.001321049297005, tolerance: 1.8587187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.471370589847613, tolerance: 2.1823987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00698023764924, tolerance: 1.6809687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.20116162078018, tolerance: 1.9705949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.33834246415553, tolerance: 1.7888487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.981158270991411, tolerance: 2.21672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.08915829909947, tolerance: 1.959355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.555328217680618, tolerance: 2.1413200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.338754644538778, tolerance: 1.6261550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.725032770748925, tolerance: 2.17608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.829916745632765, tolerance: 2.14268875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.750249328802756, tolerance: 2.25183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.319463542852937, tolerance: 1.7026387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.139522479378506, tolerance: 1.837955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.727490565072824, tolerance: 2.0886750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.785511946491656, tolerance: 2.090475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.140065224877674, tolerance: 1.96051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.83509334539593, tolerance: 1.6002200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.823593962447948, tolerance: 2.2977549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.050524194956143, tolerance: 1.93788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.501096388849952, tolerance: 1.842155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.377634200432436, tolerance: 1.8800887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.956392593446544, tolerance: 1.9802887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.29933532973258, tolerance: 1.63328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.421449979274044, tolerance: 1.617755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.146639127148866, tolerance: 1.16871875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.356396498042272, tolerance: 2.33788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.73538109441078, tolerance: 2.21919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.93982308789057, tolerance: 1.93978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.54379766146173, tolerance: 2.1199987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.02960409945494, tolerance: 2.1449949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.949348573496211, tolerance: 1.9520887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.835077801428767, tolerance: 1.6219200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.084148195999926, tolerance: 1.68368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.800691344048186, tolerance: 1.9653887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.15660466550255, tolerance: 1.7432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.31876101822076, tolerance: 1.9670387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.27423702075138, tolerance: 2.1237950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.311397991401, tolerance: 2.0240387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52948811233191, tolerance: 2.19708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.780553574065117, tolerance: 1.8890887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.55441272299271, tolerance: 1.8797887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.652871878466673, tolerance: 1.3963
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.794151919744408, tolerance: 1.8423487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.041361967391893, tolerance: 1.9525800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.869137004880077, tolerance: 2.504555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.26628848653961, tolerance: 1.70149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.615758889046283, tolerance: 2.134995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.39485168255657, tolerance: 2.4779487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.88682355768421, tolerance: 1.6981549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.428297268569423, tolerance: 1.9219000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.220716908550955, tolerance: 1.7054487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.127818840134992, tolerance: 2.14544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.86646858347632, tolerance: 1.63328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.001247174582332, tolerance: 2.0631887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.286235986620229, tolerance: 1.6830799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.798398710869392, tolerance: 1.8047187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.92792546861571, tolerance: 2.11618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.93482761201234, tolerance: 2.0145550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.274122472204166, tolerance: 1.7971987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.171937462079853, tolerance: 2.248995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.649033060853306, tolerance: 2.01159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.30215915524124, tolerance: 2.1615550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.47006346626539, tolerance: 2.0082887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.408708172915752, tolerance: 1.8943949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.27162770580564, tolerance: 2.0670487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.67315237499512, tolerance: 1.6607487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.533612294566495, tolerance: 2.17658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.052567550047886, tolerance: 2.2702887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.669752025614002, tolerance: 1.93796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.42160428279809, tolerance: 1.8100200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.919983664655025, tolerance: 2.065955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.834796003849924, tolerance: 1.7469200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.780901778047692, tolerance: 1.7935199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.7879450262753, tolerance: 1.5484
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.27233356512744, tolerance: 2.4250987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.459822877472103, tolerance: 2.2212487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.262727100614434, tolerance: 2.20108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.561064556207153, tolerance: 1.59683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.623611596025707, tolerance: 2.73696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.22839454597578, tolerance: 2.201355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80907059805179, tolerance: 2.123395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.361674014352417, tolerance: 1.72141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.744797798554455, tolerance: 2.09573875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.24512303342971, tolerance: 1.7496
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.915322158578022, tolerance: 1.762275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.07345660481021, tolerance: 2.5055800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95853829069587, tolerance: 2.360195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.840914387612354, tolerance: 2.10942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.576430450083418, tolerance: 2.15108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.035898753074164, tolerance: 1.579195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.18375055513577, tolerance: 2.47161875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.949101314339973, tolerance: 1.94618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.709020509495183, tolerance: 1.7237
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.200437328944105, tolerance: 1.9735950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.373154145933423, tolerance: 2.20483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.25628645601227, tolerance: 1.86466875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.18378489578074, tolerance: 1.9101200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.843063081763233, tolerance: 1.8425949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.945627797915854, tolerance: 1.76919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.47898138382314, tolerance: 1.821275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.526949476046006, tolerance: 2.12884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.807490043924101, tolerance: 1.62356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.158373439275433, tolerance: 1.81351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.313152880478288, tolerance: 1.9537187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.597884385615135, tolerance: 1.34236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.874943622155094, tolerance: 2.3767799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.554298332562158, tolerance: 2.09364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.157197907321736, tolerance: 1.612595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.54663948762745, tolerance: 1.741555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.434071406482573, tolerance: 1.8948200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.502415197019044, tolerance: 1.59904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.553808346687923, tolerance: 1.7827887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.849070637225967, tolerance: 1.97179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.933882986840864, tolerance: 2.3934887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.0238783444728, tolerance: 1.7400387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.405927907037764, tolerance: 1.7279950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.53967300561407, tolerance: 1.441155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.223506691577587, tolerance: 1.6999949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.27018800932433, tolerance: 1.9903800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.244159161835842, tolerance: 2.2040987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.02627654378912, tolerance: 1.9932200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.421041566070233, tolerance: 1.590875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.001246185271864, tolerance: 1.36354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.001702077701818, tolerance: 2.220075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.442603059236845, tolerance: 2.3697887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.965960027290787, tolerance: 1.9488799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.166385739087582, tolerance: 1.825275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.728595949105692, tolerance: 1.73974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.364393924535605, tolerance: 2.17598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.00095163103067, tolerance: 1.73066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.844105728995608, tolerance: 2.3221549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.321378944189178, tolerance: 1.8236387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.234757259411648, tolerance: 2.1907987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.075657225818137, tolerance: 1.9565487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.066113892337285, tolerance: 1.9265487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.526006226671125, tolerance: 1.8638887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.8860009916461, tolerance: 1.697475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.525724776361283, tolerance: 1.88481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.452462734007362, tolerance: 2.34193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.10328532227882, tolerance: 1.74744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.975589232461697, tolerance: 1.45731875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.062971712026998, tolerance: 1.8465487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.943744674532397, tolerance: 2.01079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.642968178081865, tolerance: 2.3605
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.237161188241878, tolerance: 1.508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.797469036309543, tolerance: 2.1731949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.195913915633362, tolerance: 2.2123887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.61288588930517, tolerance: 1.79678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.176478230801855, tolerance: 1.80139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.421032902328925, tolerance: 1.66184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.189815984037104, tolerance: 1.98353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.43355871007048, tolerance: 2.25452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.80384528955267, tolerance: 1.6823987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.65149918269207, tolerance: 1.920355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.61101388621618, tolerance: 1.46993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.001981652600435, tolerance: 2.024955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.799782854503642, tolerance: 1.87326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.668077157539642, tolerance: 1.5634887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.377743874313826, tolerance: 1.560555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.489708988126722, tolerance: 1.9157987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.85887449246794, tolerance: 2.38119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21852119950926, tolerance: 1.39206875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.11804434981567, tolerance: 1.8220987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.317928043360546, tolerance: 1.62689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.990373807783783, tolerance: 1.7997387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.821500226007647, tolerance: 2.2196687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.14372140521754, tolerance: 1.66534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.329800776320603, tolerance: 1.8641949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.095336536830928, tolerance: 1.363395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.729026780878415, tolerance: 1.6300000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46450517882175, tolerance: 1.6305200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.147334259528847, tolerance: 1.8128387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.08473518256239, tolerance: 1.8278200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.281905391137826, tolerance: 2.38128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.536117781075106, tolerance: 1.84076875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.853038438950888, tolerance: 1.5292487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.0855139756558, tolerance: 2.11951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.213184813617957, tolerance: 1.6339550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.191798312305913, tolerance: 1.82384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.55760217944117, tolerance: 1.64218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.319416347384823, tolerance: 1.65739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.782619581824562, tolerance: 2.30823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.963317557435044, tolerance: 1.40258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.708642278341635, tolerance: 2.1047200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.529088110313275, tolerance: 1.92089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.557750742070294, tolerance: 2.60038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.47554273562757, tolerance: 1.5547949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.065302876547936, tolerance: 2.22321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.162760610241246, tolerance: 1.7824200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.776149812763652, tolerance: 2.2673
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.338453168459576, tolerance: 1.56908875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.081688962933004, tolerance: 2.21653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.865118739956312, tolerance: 1.79199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.419415001104163, tolerance: 1.59329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.420127761160416, tolerance: 2.0022987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.34867710354523, tolerance: 1.85674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.013870725300114, tolerance: 1.682595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.103622914142253, tolerance: 2.13111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.87828308544462, tolerance: 1.62188875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.926289387599617, tolerance: 1.8201550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.05064927446054, tolerance: 1.66338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.796633873416987, tolerance: 1.70909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.06413774219568, tolerance: 1.89988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6353117728882, tolerance: 1.62768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.406263754750672, tolerance: 1.912555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.088611325152744, tolerance: 1.8110887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.857544355907805, tolerance: 1.374675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.994105474099108, tolerance: 1.36976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71527524219432, tolerance: 1.93126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.808998275803262, tolerance: 1.5921887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.0911172225946, tolerance: 1.7581949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.2128079453654, tolerance: 2.0803949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.030787273792555, tolerance: 1.8133200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.836479239676773, tolerance: 1.6813
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.451658339601426, tolerance: 1.46616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.519478038452633, tolerance: 1.850675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.586687122215103, tolerance: 1.7282987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.55653785707503, tolerance: 1.7479887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.31443451354161, tolerance: 1.66789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.80854440698448, tolerance: 1.64598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.77863596918266, tolerance: 1.8073949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.880213075864415, tolerance: 1.71389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.78895129348807, tolerance: 1.58914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.85259035487592, tolerance: 2.14603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.864631795329025, tolerance: 1.91696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.007953503987496, tolerance: 1.6560750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.290268477959593, tolerance: 2.0260687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.673070636215538, tolerance: 1.45012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.472294579669057, tolerance: 1.4331487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.656754874472135, tolerance: 1.8167187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.09928772642761, tolerance: 1.84438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.941843685666583, tolerance: 1.6621800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.745217607456556, tolerance: 1.43138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.84507517859079, tolerance: 1.781355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.814389443812136, tolerance: 1.72809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.518407987282748, tolerance: 1.786355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.929877172468153, tolerance: 1.65103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.71370572750098, tolerance: 1.240155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.017970658112368, tolerance: 1.7719550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.711565519159233, tolerance: 1.71269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.893012092779724, tolerance: 1.91518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.467109133316594, tolerance: 1.9049200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.692867701574837, tolerance: 1.8564
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.662294463643843, tolerance: 1.5089487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.512287278405232, tolerance: 1.7833549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.240214775953902, tolerance: 1.55096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.590466663607703, tolerance: 1.758155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57450414871766, tolerance: 1.4775487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.98906208079066, tolerance: 1.76852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.78705841978382, tolerance: 2.39471875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.444591693060296, tolerance: 1.7669800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.136652679989837, tolerance: 1.8113387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.757502564603175, tolerance: 1.98794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.652283250565596, tolerance: 1.45378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.0830920503128, tolerance: 1.89229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.33005684561755, tolerance: 1.9570750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.44313496084211, tolerance: 1.7459949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.536450198257906, tolerance: 1.3911
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.684439994734436, tolerance: 1.501155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.28000191480408, tolerance: 1.37598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.227830793545976, tolerance: 1.56476875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.37293036866404, tolerance: 1.829355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.060493320702193, tolerance: 1.7494487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.918181275416586, tolerance: 1.8759949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.104888763590363, tolerance: 2.1238200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.141221735120801, tolerance: 2.08621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.604907421590845, tolerance: 1.61346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.578260597302712, tolerance: 1.92859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.222290823347727, tolerance: 1.7093887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.498558380603782, tolerance: 1.46252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.884298413582165, tolerance: 1.885155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.627875907470305, tolerance: 1.85388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.1950174045552, tolerance: 1.74804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.86732075348594, tolerance: 1.6883949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.833411752393502, tolerance: 1.8542887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.382886458958488, tolerance: 1.9811387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.594543708462766, tolerance: 1.8202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.901012221789173, tolerance: 1.9389
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.558851412412796, tolerance: 1.66831875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.758778712654866, tolerance: 1.8329550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.74022904979193, tolerance: 2.126995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.484653227895222, tolerance: 1.8280750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.349210593425177, tolerance: 1.55438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.34452610989341, tolerance: 1.6731950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.10826985819675, tolerance: 1.7370200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.223419070874858, tolerance: 1.7597800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.808876828587316, tolerance: 1.54029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.54286908613705, tolerance: 1.4634387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08756520207299, tolerance: 2.08973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.64236424098701, tolerance: 1.62729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.924131232892485, tolerance: 1.887795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.00069826853807, tolerance: 2.26039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.03563934586104, tolerance: 1.696155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.100507995268913, tolerance: 1.3342200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.568067914823665, tolerance: 1.660755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.665583523200016, tolerance: 2.00936875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.69111855271119, tolerance: 1.716075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.734257177615763, tolerance: 1.382955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.551235346191426, tolerance: 1.8801387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.40825525619889, tolerance: 1.5730487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.030944009966507, tolerance: 1.91199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.69590820661156, tolerance: 1.5746200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.208985049094697, tolerance: 2.0949
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.381298655049115, tolerance: 2.1810487499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.428862199592594, tolerance: 1.7533949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.775757334645178, tolerance: 1.6951487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.43849544663156, tolerance: 2.5287949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.439009385740373, tolerance: 2.754355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.250118064018714, tolerance: 2.1770750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.065692369234206, tolerance: 1.5840750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.634818375351458, tolerance: 1.70444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18982687174575, tolerance: 1.7464387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.565713848572013, tolerance: 1.9360387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.425879796627274, tolerance: 1.8034200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.155114540731738, tolerance: 1.75193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.954330738424584, tolerance: 1.462155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.59466688312468, tolerance: 1.9323000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.39162749549422, tolerance: 2.00912
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.985448806023829, tolerance: 1.8270487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.741207800102615, tolerance: 1.59916875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.67077524173019, tolerance: 1.678075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.317818566595072, tolerance: 1.634395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.270954936884074, tolerance: 2.6471549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.28187224772316, tolerance: 1.6717949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.755242400332072, tolerance: 1.738475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.139424292557647, tolerance: 1.20794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.14310660211069, tolerance: 2.08738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.79350002359568, tolerance: 1.8351799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.89547802944963, tolerance: 2.0382200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.101396442192112, tolerance: 1.87218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.554509099190327, tolerance: 1.6990200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.06916691252094, tolerance: 2.1305187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.21714194661932, tolerance: 2.1657800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.945458468287926, tolerance: 2.0474187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.453832315573816, tolerance: 1.59354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.88183827279323, tolerance: 2.0427887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.105166987121617, tolerance: 2.25438875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.516177549044908, tolerance: 1.6688887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.340702741877305, tolerance: 1.6649949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.797994374199845, tolerance: 2.5795987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.33708111250683, tolerance: 1.8111949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.61208442742445, tolerance: 2.09081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.029327118091114, tolerance: 1.67216875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.097297924567368, tolerance: 1.8548487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.85498263893274, tolerance: 2.36268875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.37938868201011, tolerance: 1.3642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.899220177405702, tolerance: 1.51798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.15573411704429, tolerance: 1.9035000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.875000128744926, tolerance: 1.7845949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.977999637490612, tolerance: 1.483395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.68106243707378, tolerance: 1.7631887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.535061881245788, tolerance: 1.85939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.885763738349633, tolerance: 1.9580000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.75381569897825, tolerance: 2.2012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.802208865223562, tolerance: 1.8701687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.223699385188393, tolerance: 1.8800200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.432468693262543, tolerance: 1.8135949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.459034379690088, tolerance: 2.232675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.55113907881429, tolerance: 1.6018000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.103983431947782, tolerance: 2.30138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.71842308551173, tolerance: 1.69183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.262961514461267, tolerance: 1.8802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.710164517235505, tolerance: 1.63884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.32161545888605, tolerance: 2.1123000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.16564775715933, tolerance: 1.6003200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.588991655598086, tolerance: 2.1976487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.67135207840783, tolerance: 2.08293875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.785693460334132, tolerance: 1.471395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.211721401879036, tolerance: 1.60258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.573413090531, tolerance: 1.45036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.998501846527542, tolerance: 1.303795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.885598561442857, tolerance: 2.14633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.64322449843312, tolerance: 2.0479550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.927730116909814, tolerance: 1.46569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.21193248108915, tolerance: 1.9188387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.554024337200257, tolerance: 1.684355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.001968098997857, tolerance: 1.97842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.85660679818079, tolerance: 1.80714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.874026380922153, tolerance: 1.8517000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.811504222088864, tolerance: 2.36068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.128460296774755, tolerance: 1.7641200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.017983348887014, tolerance: 1.55416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.57995726943269, tolerance: 2.33102
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.51340790787729, tolerance: 2.0153549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.093045265183324, tolerance: 2.2440687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.44455359113537, tolerance: 1.2825887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.87176624893847, tolerance: 2.0160487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.618158311895993, tolerance: 1.6529550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.63580908025492, tolerance: 2.3101387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.6877727385251, tolerance: 2.1280799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.613921389981307, tolerance: 2.1801487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.143022348238253, tolerance: 1.51789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.961475756262338, tolerance: 1.9861949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.53900187261627, tolerance: 1.9696987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.271950117489403, tolerance: 2.15994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.29702978608166, tolerance: 1.6405550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.604329239009225, tolerance: 1.532275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.32815207905066, tolerance: 1.79138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.093905095980116, tolerance: 1.71459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.859137853240973, tolerance: 1.572355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.18473300600974, tolerance: 1.92498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.045066940943276, tolerance: 1.231555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.262605179903932, tolerance: 1.9065487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.85819094631604, tolerance: 1.54528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.050966535902564, tolerance: 1.41434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.411351808979937, tolerance: 1.8863987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.886172139982193, tolerance: 1.2453
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.37029945330453, tolerance: 1.52479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.754885211260298, tolerance: 1.0965887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.38549059750927, tolerance: 1.9096387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.35155481505796, tolerance: 1.53706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.216762418376128, tolerance: 1.7792887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.60201151063369, tolerance: 1.52708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.450988100030695, tolerance: 1.5520200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.92781078354062, tolerance: 1.79426875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.02760573923171, tolerance: 1.66119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.03029149518578, tolerance: 1.5394487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.68430023912404, tolerance: 1.4481199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.788930894299165, tolerance: 1.4597200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.93891151971244, tolerance: 1.82066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.36469720150913, tolerance: 2.0221387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.565672413731882, tolerance: 1.6433550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.3127953388922, tolerance: 1.2280200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.0657110351257, tolerance: 1.622755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.146360079326804, tolerance: 1.598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.397955882408926, tolerance: 1.48876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.836763738767708, tolerance: 1.570995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.924962276710264, tolerance: 1.30463875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.269962987590514, tolerance: 1.497195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.970838511461109, tolerance: 1.77979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.203962034780577, tolerance: 1.6441000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.75280276472595, tolerance: 1.6517187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.39397773371769, tolerance: 1.6717487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.080612516596773, tolerance: 1.9826750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.084448517880215, tolerance: 1.90588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.72447876293457, tolerance: 1.61019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.616086433871576, tolerance: 1.63198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.02485654864882, tolerance: 1.44603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.231541975360724, tolerance: 1.440275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.039313809237505, tolerance: 1.5303550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.917179714571432, tolerance: 1.5315
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.340500065377743, tolerance: 1.4826387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.79760938389727, tolerance: 1.52719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.44428843635108, tolerance: 1.4038387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.717537324867013, tolerance: 1.6461200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.821637641391732, tolerance: 1.7071887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.927102244902215, tolerance: 1.530875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.693846909677223, tolerance: 1.2359987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56339057023033, tolerance: 1.7510750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.738942239578314, tolerance: 1.5697387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.73803540063123, tolerance: 1.756955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.487673694114275, tolerance: 1.421995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.04264170032264, tolerance: 1.6283987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.887505606355159, tolerance: 1.5995887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.188645749464236, tolerance: 1.36049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64039413879269, tolerance: 1.7253887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.04183940475972, tolerance: 1.07162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.90356175673979, tolerance: 1.731355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.973047292963248, tolerance: 1.7561887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.045857116892307, tolerance: 1.27726875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.962708450079186, tolerance: 1.6755949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.992942310574222, tolerance: 1.02456875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.125340467645767, tolerance: 1.726075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.451188948256746, tolerance: 1.5903387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.926135221988183, tolerance: 1.80961875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.74601867542487, tolerance: 1.49338875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.43302620655912, tolerance: 1.37332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.912769823206567, tolerance: 1.724475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.700679113286636, tolerance: 1.55369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.48170616772685, tolerance: 1.59409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.639316170964147, tolerance: 1.45616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.656705280250076, tolerance: 1.6061200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.04737587420234, tolerance: 1.41958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.356721927534444, tolerance: 1.34468875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17289605281146, tolerance: 1.769675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.915263797959657, tolerance: 1.8462687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.612356841191747, tolerance: 1.42178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.788160541985432, tolerance: 1.9766799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.313625712891618, tolerance: 1.7132200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.8146818725054, tolerance: 1.50378875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.531770770595408, tolerance: 1.91396875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.10708303197261, tolerance: 1.77009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.033744566693898, tolerance: 1.8325200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.03431241448704, tolerance: 1.6686387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.169862220400404, tolerance: 1.54006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.667201924816375, tolerance: 1.5435800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.401563872444367, tolerance: 1.886875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.390253268550385, tolerance: 1.55528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.693901543748144, tolerance: 2.00802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.906339977048198, tolerance: 2.031475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.566442321535092, tolerance: 1.8469550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.47787066947327, tolerance: 1.67241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.654161121885835, tolerance: 1.31014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.217563060468077, tolerance: 1.6592200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.341903061456783, tolerance: 1.983555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.897083579925265, tolerance: 2.1465387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.917612217128971, tolerance: 1.43563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.630178948204414, tolerance: 1.5236
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.57863411004746, tolerance: 1.537555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.74509403175641, tolerance: 1.3985200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.943864875084994, tolerance: 1.9206487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.309634551836528, tolerance: 1.8303987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.231801187392012, tolerance: 1.57299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.222231738586057, tolerance: 1.8551487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.02990151730082, tolerance: 1.7473949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.637180795871444, tolerance: 1.7637200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.694376791822725, tolerance: 2.07543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.34427003253118, tolerance: 1.88819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.707694135157006, tolerance: 1.6319487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.16449832297384, tolerance: 1.45778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.097383356046596, tolerance: 1.8438200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.48181152192773, tolerance: 1.6538187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.24919363589559, tolerance: 1.77508875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.664593149601705, tolerance: 1.6973200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.861752853271632, tolerance: 1.81666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.141136767608675, tolerance: 1.9637550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.247408772727553, tolerance: 1.7374487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.835944051792783, tolerance: 1.96209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.670652914667656, tolerance: 2.0242887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.699037042255835, tolerance: 1.3520750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.335395277546333, tolerance: 1.647475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.93617935547358, tolerance: 1.9861387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.380811011067236, tolerance: 1.5646200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.702755543404944, tolerance: 2.286755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.023550403736557, tolerance: 1.62648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.626169281074947, tolerance: 2.0320887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.00395656775632, tolerance: 1.6705550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.631201352240613, tolerance: 1.9531687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.848350268538724, tolerance: 1.493555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.174354870718894, tolerance: 1.9545799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.489782655083594, tolerance: 1.83346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.083040020780308, tolerance: 1.51474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.553758123217298, tolerance: 2.06478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.633051108970367, tolerance: 1.97856875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.33657431351076, tolerance: 1.6689950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.93382843732421, tolerance: 1.7101387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.51985807911047, tolerance: 1.90142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.441974679945314, tolerance: 1.8883200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.857685553734921, tolerance: 1.906755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.674610288232017, tolerance: 1.740355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.431852735326185, tolerance: 2.3340487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.129133364901723, tolerance: 1.557355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.664854709249585, tolerance: 1.2500200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.031273820784318, tolerance: 1.90649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.960277350901745, tolerance: 2.178475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.5384978573359, tolerance: 1.9248387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.42607547565102, tolerance: 1.871555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.881483808428598, tolerance: 2.0587
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.254791729945847, tolerance: 2.008555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.99985139275584, tolerance: 2.16408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.554091192196474, tolerance: 1.7524387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.222896121438005, tolerance: 1.77029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.85167060907364, tolerance: 1.46234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.570565968227292, tolerance: 1.7465887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.0928848464572, tolerance: 1.8528200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.125126461602804, tolerance: 1.8956887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.806381864920056, tolerance: 1.684355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.750873162876974, tolerance: 1.231475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.339431748139166, tolerance: 2.08694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.914440386966607, tolerance: 2.04983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.117091833768484, tolerance: 1.8214750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.56760013889185, tolerance: 1.7086200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.853208334489242, tolerance: 1.90118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75827924071495, tolerance: 1.51858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.66387450046725, tolerance: 1.36758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.99072192726053, tolerance: 1.94749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.68621395677632, tolerance: 1.8740987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.713067215837944, tolerance: 1.7805487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.799627095581346, tolerance: 1.8000487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.571241798110336, tolerance: 2.18391875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.514441780135579, tolerance: 1.41903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.501347090933333, tolerance: 1.83673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.019838079197292, tolerance: 1.8807487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.306198918924608, tolerance: 1.95004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.5325630792522, tolerance: 2.150955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.342244099341617, tolerance: 1.7891949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.723612894265592, tolerance: 1.7379887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.346664723202586, tolerance: 1.8279
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.95828832399745, tolerance: 1.6677387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.110258137661354, tolerance: 1.474755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.69123036871565, tolerance: 1.9295550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.697501645095453, tolerance: 2.13928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.463803502494352, tolerance: 1.3870887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.94082025310651, tolerance: 2.1202799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.271455836336372, tolerance: 2.1643487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.978313327522315, tolerance: 2.1862
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.8703440565208, tolerance: 1.86329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.015820103081094, tolerance: 1.57319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.389065472445893, tolerance: 1.4705949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.349407181115732, tolerance: 1.39268875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.652584140149514, tolerance: 1.72626875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.232486494395477, tolerance: 2.33373875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.95442701111259, tolerance: 1.623155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.243334622297787, tolerance: 1.7902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.205690010579243, tolerance: 1.7374687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.3409499107941, tolerance: 1.78454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.253449294281232, tolerance: 2.1654750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.992835019521813, tolerance: 1.51931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.449715058287563, tolerance: 2.1796
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.140613835436383, tolerance: 2.01598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.83276825523127, tolerance: 1.78514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.767242369042787, tolerance: 1.484995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.71892088157315, tolerance: 1.8890200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.285805653319148, tolerance: 1.8973949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.184585365789765, tolerance: 1.72114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.32555277431903, tolerance: 1.571075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.23111217362116, tolerance: 1.59316875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.54453647268468, tolerance: 1.7419949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.129321028624034, tolerance: 1.992955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.767684027413093, tolerance: 1.8879887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.519426869636554, tolerance: 1.8162487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.71464389016895, tolerance: 1.94628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.78126211958916, tolerance: 1.863075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.663945872369583, tolerance: 1.7925550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.751118132055241, tolerance: 2.1673387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.712276141044963, tolerance: 2.4151949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.438623521235483, tolerance: 2.15741875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.144315924120598, tolerance: 1.8765200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.396556845506392, tolerance: 1.4990387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.091819617755046, tolerance: 2.0332987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.438694049953106, tolerance: 2.20376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.798577533201623, tolerance: 1.9761487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.801416207557967, tolerance: 1.8141950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.229286421329387, tolerance: 1.82676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.215827172038672, tolerance: 1.40938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.38275724527203, tolerance: 1.9371549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.363956358315185, tolerance: 1.9613949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56059452554727, tolerance: 2.10049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.5336123629401, tolerance: 1.62298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.025905120547062, tolerance: 2.0067487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.527164497099836, tolerance: 1.8561
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.72981906762264, tolerance: 1.5765949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.561525175920323, tolerance: 1.8781549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.794514477320302, tolerance: 1.6960987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.608489114693455, tolerance: 1.45824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.444531827693343, tolerance: 2.07438875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.26930195273464, tolerance: 1.5926387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.847457438081902, tolerance: 1.662955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.947319120474107, tolerance: 1.6494887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.550376322971205, tolerance: 1.67364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.54927380934329, tolerance: 1.9559549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.725683074392869, tolerance: 2.1313549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.172599298006098, tolerance: 1.60668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.6972463580881, tolerance: 2.6417
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.266465877706906, tolerance: 1.71188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.828530054293859, tolerance: 1.8456200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.28631732520995, tolerance: 1.63758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.122078467487277, tolerance: 2.01752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.914870529706793, tolerance: 2.44539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.851120097334931, tolerance: 1.80064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.041935477419745, tolerance: 2.130995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.64106175522874, tolerance: 1.79968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.92752826433555, tolerance: 1.7311987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.866846374853761, tolerance: 2.08872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.25821049875504, tolerance: 1.9449987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.779160404030062, tolerance: 2.1175800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.735147592390636, tolerance: 1.5807387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.722509969762747, tolerance: 1.8219487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.899092364658344, tolerance: 1.5906200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.060699266939588, tolerance: 1.71241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.825222395618088, tolerance: 1.9244
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.588932709792006, tolerance: 1.45521875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.633111308986862, tolerance: 1.4587200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.363157921072432, tolerance: 2.06433875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.652450181344346, tolerance: 1.66992
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.131307266531596, tolerance: 1.67368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.319342829329942, tolerance: 1.7103949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.88542762549915, tolerance: 1.9947800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.548885357946236, tolerance: 1.7045949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.30695061494114, tolerance: 1.4713549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.436605266257043, tolerance: 2.0457949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.027564247864607, tolerance: 1.7565549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.451494225344803, tolerance: 1.73291875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.230357127830459, tolerance: 1.8625199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.019214907759698, tolerance: 1.9603549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.429649504644484, tolerance: 1.908755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.289893857504328, tolerance: 2.1903949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.70321680837185, tolerance: 1.9583487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.312696933938746, tolerance: 1.76381875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.460826026731496, tolerance: 1.9477
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.25542307616177, tolerance: 1.6409887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.10087338750981, tolerance: 1.726955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.63627582790124, tolerance: 1.73268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.428871216873596, tolerance: 1.676755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.75897850262832, tolerance: 1.89316875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.074757757269182, tolerance: 1.9814987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.706495036220442, tolerance: 1.8972200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.966625298717636, tolerance: 1.819355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.486344581449078, tolerance: 1.7476387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.889883833491062, tolerance: 1.80389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.809033507692607, tolerance: 2.0853200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.539105079181457, tolerance: 1.6444387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.204097191821564, tolerance: 1.70409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.075433257263969, tolerance: 1.8659887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.702560283288417, tolerance: 1.8625487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.049833829762683, tolerance: 1.8287487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.838065146891433, tolerance: 1.5231000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.401641584454175, tolerance: 2.18308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.83995882361514, tolerance: 1.65689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.380261991830903, tolerance: 1.5955550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.45672394552153, tolerance: 1.68938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.034468534601217, tolerance: 1.9457387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.443403594419435, tolerance: 1.56029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.75658169821717, tolerance: 1.6796200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.876778513324464, tolerance: 1.76058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.560611836062392, tolerance: 1.8770487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.955143285264942, tolerance: 2.03926875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.791963461322922, tolerance: 1.8008887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.263154526245195, tolerance: 2.09021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.30101504916294, tolerance: 1.8107549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.367448387599516, tolerance: 1.8540487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.494710859448364, tolerance: 2.0075887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.341504955147638, tolerance: 1.8318887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.09183082903777, tolerance: 2.0890487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.106379101832545, tolerance: 1.43826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.85593782415188, tolerance: 1.9499387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.060137743691008, tolerance: 1.2592200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.901031779766875, tolerance: 2.29516875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.272235801414887, tolerance: 1.7226387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.192500863636246, tolerance: 2.006995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.210762203450543, tolerance: 1.6310187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.063297844627925, tolerance: 1.8880799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.634818532858613, tolerance: 1.53621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.483571503451179, tolerance: 2.3119387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.08629379727567, tolerance: 1.97928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.707286200755256, tolerance: 1.350195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.371093379962485, tolerance: 1.8871949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.412350476082263, tolerance: 1.7400887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.10407837317254, tolerance: 1.7308000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.475619894650436, tolerance: 1.64874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.137830908971967, tolerance: 1.4093
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.638048720703488, tolerance: 1.8624387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.561750325759537, tolerance: 1.7181887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.343775312621915, tolerance: 1.8327187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.070222989987315, tolerance: 1.6228887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.085384945607107, tolerance: 1.43783875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.005884088818302, tolerance: 1.9693949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.59294425088467, tolerance: 1.9206750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.674029324942282, tolerance: 1.808275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.562222898622885, tolerance: 1.9655950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.210835664800655, tolerance: 1.71358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.990442619486032, tolerance: 1.92244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.26850037260357, tolerance: 2.0755887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.472687453015258, tolerance: 1.88184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.73432379846617, tolerance: 1.41701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.849340769389094, tolerance: 1.6342750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.541950166757104, tolerance: 1.515955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.297712273783528, tolerance: 2.22823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.87237701027918, tolerance: 1.7045549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.325906332912343, tolerance: 2.015755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.818343978256255, tolerance: 1.455475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.148126245823743, tolerance: 1.59031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.7117183378508, tolerance: 2.02776875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.410614846825464, tolerance: 1.8020387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.677167551449315, tolerance: 1.8697387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.963507685703096, tolerance: 1.9183000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.128414563212509, tolerance: 2.0221
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.480565877083016, tolerance: 2.0549
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.277154048561886, tolerance: 1.53239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.002351793114688, tolerance: 1.9261487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.600498306215453, tolerance: 1.830475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.901300601816192, tolerance: 1.806755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.130585368256654, tolerance: 1.6597949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.925464758423455, tolerance: 1.6540887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.841812400387894, tolerance: 1.75052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.775865418959903, tolerance: 1.9311950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.385218598064348, tolerance: 1.61334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.23451791934151, tolerance: 2.1004750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.04689537058847, tolerance: 1.7826887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.61170142295365, tolerance: 2.3159487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.8970571283671, tolerance: 1.48099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.1125809586026, tolerance: 1.9124387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.354077738588318, tolerance: 1.681555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.885461252983767, tolerance: 1.5290887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.294438479913609, tolerance: 1.601755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.687453135712143, tolerance: 1.74749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.547541820696228, tolerance: 1.8361687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.454816271788058, tolerance: 1.82114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.13870167539881, tolerance: 2.06938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.864504155620388, tolerance: 2.5383887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.93271737633276, tolerance: 1.8533549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.828160580879473, tolerance: 1.54934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.33389529171152, tolerance: 1.8506
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.532896175899968, tolerance: 1.3564887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.739351914177114, tolerance: 1.9394987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.374231579147917, tolerance: 1.6804200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.631088502313645, tolerance: 1.8926987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.79433248222702, tolerance: 1.826675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.13937487663092, tolerance: 2.21679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.024517115312285, tolerance: 1.7892387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.923882359270962, tolerance: 1.99894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.08203560542988, tolerance: 2.1498387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.21687151540662, tolerance: 2.28651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.270701406446852, tolerance: 1.46428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.486630938463048, tolerance: 2.05178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.646134956390107, tolerance: 1.7067887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.21688254929593, tolerance: 1.591755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.358106373566546, tolerance: 1.802555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.08307488342108, tolerance: 1.86306875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.154353726314653, tolerance: 2.0622200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.001072146283416, tolerance: 2.10192
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.065275026424878, tolerance: 2.18339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.746464528147317, tolerance: 1.7235549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.672096698038565, tolerance: 1.64824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.104985281453928, tolerance: 1.8958750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.31098718068138, tolerance: 1.98448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.82672042459811, tolerance: 2.3415549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20937372036878, tolerance: 2.3491887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.147927481962263, tolerance: 1.7199200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.619991054575785, tolerance: 1.98048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.117860845357914, tolerance: 1.7415200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.239414070838123, tolerance: 2.21352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.146034391276384, tolerance: 2.1224000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.46737167410574, tolerance: 2.34644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.22471229959529, tolerance: 2.1056987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17376068561376, tolerance: 2.1295487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.02055536899378, tolerance: 1.8501199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.011912925932368, tolerance: 2.0695987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.915549651753853, tolerance: 1.85754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.107960000867408, tolerance: 2.09438875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.446743024517875, tolerance: 1.9853987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.617285615424464, tolerance: 1.9324687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.534960492386517, tolerance: 1.69638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.031561140438686, tolerance: 1.79482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.18776145867524, tolerance: 1.48262
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.558125265434647, tolerance: 2.05698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.401670885915784, tolerance: 2.589955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.111777154909017, tolerance: 2.02878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.772326234405131, tolerance: 1.5490387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.833115234388266, tolerance: 1.8298687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.987804735557752, tolerance: 1.9124387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.654066327983855, tolerance: 1.733955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.586028252587404, tolerance: 2.0870200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.771068982920188, tolerance: 1.7929550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.93110514437782, tolerance: 2.18958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.398499975320686, tolerance: 1.827595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.74769039188951, tolerance: 1.9329549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.73344398334384, tolerance: 2.31434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.20072235203113, tolerance: 2.001795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.11899171019993, tolerance: 1.77193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.255856302540236, tolerance: 2.28103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.470363450709087, tolerance: 2.1844487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.28244990563254, tolerance: 1.45779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.77017155929957, tolerance: 2.0969949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.817338047958337, tolerance: 2.2704487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.92011259804547, tolerance: 1.8987687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.454484320599697, tolerance: 1.83179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.638446536601766, tolerance: 1.75159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.157177815196743, tolerance: 1.79984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.116806116082657, tolerance: 1.942555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.04908735442226, tolerance: 2.2822799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.931862132536057, tolerance: 1.8356387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.498765607385735, tolerance: 1.7274200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.609135546167327, tolerance: 1.97514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.77598665656655, tolerance: 2.3999949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.664656004515304, tolerance: 2.12388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.334368920182598, tolerance: 2.1732887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.420437164704932, tolerance: 1.9464200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.733443303742014, tolerance: 2.44
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.394423618505094, tolerance: 2.328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.532273990714177, tolerance: 2.25913875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.411773076475775, tolerance: 1.99149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.980297899373884, tolerance: 2.3585949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.74284572900349, tolerance: 1.827955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.572197717807033, tolerance: 1.86274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.595226202984684, tolerance: 1.9421187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.10543904557884, tolerance: 1.7361950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.111915526039672, tolerance: 1.591955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.538798145109745, tolerance: 1.94779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.13811145481174, tolerance: 1.84784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.93702023757391, tolerance: 2.01208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.001458593900004, tolerance: 1.8606200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.492777752205956, tolerance: 2.0018200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.398109164818248, tolerance: 2.1922487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.374451743869393, tolerance: 1.6160799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.103082383398874, tolerance: 2.04693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.14911070373725, tolerance: 2.17018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.646740385667066, tolerance: 1.76462
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.34495931482349, tolerance: 2.27128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.012314304504663, tolerance: 2.06169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.07436007634837, tolerance: 1.67678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.46986841775276, tolerance: 1.85716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.393855455443529, tolerance: 1.386595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.484254235941744, tolerance: 1.6319200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.120705223538064, tolerance: 2.10694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.387150583800167, tolerance: 2.233995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.632937695831593, tolerance: 1.7837487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.546907786221492, tolerance: 1.92889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.177836703602303, tolerance: 1.70968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.25873353426108, tolerance: 2.1446800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.150288628645313, tolerance: 1.93769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.597195927576024, tolerance: 1.753195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.80087270477632, tolerance: 1.89369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.595919150302898, tolerance: 1.8252799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.379601888550443, tolerance: 1.9437187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.75467792817107, tolerance: 1.5123
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.9489235644161, tolerance: 1.500355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.138562742684414, tolerance: 1.6186487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.978392335279455, tolerance: 1.848155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.867253945849834, tolerance: 1.43953875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.521949106921433, tolerance: 1.4163000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.91633815466101, tolerance: 1.77978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.87477493690331, tolerance: 1.55518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.909822245231044, tolerance: 1.292075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.314679546156906, tolerance: 1.7845199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.62852829924653, tolerance: 1.61031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.824537291566728, tolerance: 1.79559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.501670602029149, tolerance: 1.75199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.71336406086988, tolerance: 1.75468
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.558481251945416, tolerance: 1.54429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.536184190788745, tolerance: 1.612995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.791256871796715, tolerance: 1.5653549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.136898740476944, tolerance: 1.9735949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.36309566080666, tolerance: 1.6331950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.67996653561434, tolerance: 1.42248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.020910429950405, tolerance: 1.6314187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.340206701606673, tolerance: 2.20171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.390607397398476, tolerance: 1.6503487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.804650116840113, tolerance: 1.6480000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.010849706172959, tolerance: 1.59874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.561757761503788, tolerance: 1.67868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.62738333697885, tolerance: 1.30638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.18302984370169, tolerance: 1.94884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.732660192684538, tolerance: 1.80219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.32390370704083, tolerance: 1.3813
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.983698873320172, tolerance: 1.631355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.118284055435662, tolerance: 1.6318487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.054917274147247, tolerance: 1.7078887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.884975799151098, tolerance: 1.260155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.433243507454137, tolerance: 1.26428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.032643701506455, tolerance: 1.8443549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.545675631614277, tolerance: 1.9094
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.91108920910459, tolerance: 1.92691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.259386740941608, tolerance: 1.7097987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.491079959664855, tolerance: 1.6874187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.092141403102467, tolerance: 1.50551875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.394771184255443, tolerance: 1.3907887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.606362782552255, tolerance: 1.38086875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.68848364364521, tolerance: 1.7659949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.685646453987271, tolerance: 1.45038875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.49348782375228, tolerance: 1.47978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.99332094930751, tolerance: 1.417075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.15575535381215, tolerance: 2.0446750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.633849371974009, tolerance: 1.77779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.821649920885356, tolerance: 1.79401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.951398253911462, tolerance: 1.6023200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.827092940226553, tolerance: 1.71353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.375684894564895, tolerance: 1.4334
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.981985478928003, tolerance: 1.83738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.323458043129932, tolerance: 1.75418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.788108246075897, tolerance: 1.9000200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.2368169380953, tolerance: 1.7761949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.17788013155953, tolerance: 1.517395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.44583438891252, tolerance: 2.07819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.626271982507582, tolerance: 1.5081200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.985216525715394, tolerance: 1.8166887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.040721967847613, tolerance: 1.88178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.623574216689956, tolerance: 1.6850887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.998731454722781, tolerance: 1.42776875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.36018957671183, tolerance: 1.45958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.998323178824212, tolerance: 1.76268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.235706836450458, tolerance: 0.9792887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.656590317332721, tolerance: 1.14674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.69358347660227, tolerance: 1.792675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.945114903113012, tolerance: 1.8845949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.793448203285628, tolerance: 1.13653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.431462086432862, tolerance: 1.60623875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.263679102918903, tolerance: 1.2920487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.1874145164379, tolerance: 1.6379550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.16553103515632, tolerance: 1.44479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.570113936540913, tolerance: 1.26778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.573259621314506, tolerance: 1.9681949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.769083049553295, tolerance: 2.038555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.75335240934717, tolerance: 2.0010487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.834308502877493, tolerance: 1.4203549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.199223069862917, tolerance: 1.536555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.24431744908044, tolerance: 1.52399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.329474473765888, tolerance: 1.4543887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.24752314410794, tolerance: 1.33471875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.997725505395252, tolerance: 1.5916887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.73593357821795, tolerance: 1.093995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.816710762749349, tolerance: 1.6451949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.71376953324296, tolerance: 1.6846387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.388717014077937, tolerance: 2.08832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.702059318758682, tolerance: 1.34389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.967354388667655, tolerance: 1.47568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.021413030782867, tolerance: 1.7204487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.301422531850793, tolerance: 1.4304200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.969347754889263, tolerance: 1.4055887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.902170146177356, tolerance: 1.36414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.23992770206318, tolerance: 1.39629875
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.099297899745984, tolerance: 1.9778799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.23732949760806, tolerance: 2.17269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.02430294073564, tolerance: 1.8806200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.28221942992434, tolerance: 1.9601000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.1602378170477, tolerance: 1.9627887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.39738671528674, tolerance: 2.44788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.21098207175275, tolerance: 2.2809487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.745253249566453, tolerance: 2.4589387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.803156524710289, tolerance: 1.6801387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.31008699203045, tolerance: 2.51112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.15451285804748, tolerance: 2.7416800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.374978225930782, tolerance: 1.97009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.04410139573811, tolerance: 2.12948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.226401604335685, tolerance: 2.24728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.327093709975326, tolerance: 1.5181987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.512670397147915, tolerance: 2.5590987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.678630400539493, tolerance: 1.77644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.87220036417145, tolerance: 2.1536
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.046750392660055, tolerance: 1.6975487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.82291962945882, tolerance: 2.675555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.09444397290404, tolerance: 2.04538875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.192305132559703, tolerance: 2.239475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.13175167154738, tolerance: 2.581155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.95809607215909, tolerance: 2.1784799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.675357658527624, tolerance: 1.8933550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.79387444969057, tolerance: 1.8609549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.363952621106876, tolerance: 2.165
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.97891595009481, tolerance: 1.70603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.388312677707546, tolerance: 2.17321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.81809046132029, tolerance: 2.2835987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.814261317280113, tolerance: 1.6704687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.6919608268694, tolerance: 1.7387549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.442151367662035, tolerance: 2.546875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.69790514500712, tolerance: 1.822355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.557724906640985, tolerance: 2.21672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.08075913945185, tolerance: 1.97068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.03926796134279, tolerance: 1.9243949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.108491353647956, tolerance: 1.8833000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.855063631665544, tolerance: 1.85214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.01564016542035, tolerance: 1.7764987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.438986206295958, tolerance: 1.8219550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.82062400998899, tolerance: 2.004555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.766757471589433, tolerance: 1.9741887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.28020713603442, tolerance: 2.256795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.86008561811809, tolerance: 1.93438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.309538872469403, tolerance: 1.3081550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.76185602841035, tolerance: 1.9150800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.99692147866583, tolerance: 2.25018875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.488601731295613, tolerance: 1.8083200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.31040426724053, tolerance: 1.60509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.241408843248465, tolerance: 1.9927200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.091963577129196, tolerance: 2.3741000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.605555103357396, tolerance: 1.8552387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.439420987874925, tolerance: 1.8430887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.05661174490785, tolerance: 2.28313875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.22021778810616, tolerance: 2.05148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.28622114764783, tolerance: 1.7942187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.24137684494036, tolerance: 2.31899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.469012481092683, tolerance: 2.1985200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.81720171429297, tolerance: 2.25746875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.027064045045435, tolerance: 2.29926875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.34011490875635, tolerance: 2.1295800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.08493049849487, tolerance: 2.03804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.63786300010882, tolerance: 1.810475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.2502105593801, tolerance: 1.8695887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.292397927702037, tolerance: 2.107955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.396575784803446, tolerance: 2.05508875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.93464368855434, tolerance: 2.02303875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.361566166937479, tolerance: 2.10088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.275192994167725, tolerance: 2.05439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.66511569849595, tolerance: 1.71258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.734380357941674, tolerance: 1.71659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.059061498544736, tolerance: 1.5223487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.296058872910802, tolerance: 1.94711875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.26967360705612, tolerance: 2.42183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.89967358539835, tolerance: 1.885155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.55285058008056, tolerance: 2.34689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.816964778463124, tolerance: 2.671795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.68008009412209, tolerance: 1.6571
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.91912664833413, tolerance: 2.05143875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.436539399636555, tolerance: 2.18464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.198402605695925, tolerance: 2.152755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.68286607716373, tolerance: 1.9278187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.62820697681709, tolerance: 1.47386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94885742982826, tolerance: 2.1246387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.49421659380134, tolerance: 1.618955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.009059903568144, tolerance: 1.75109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.014265736212284, tolerance: 2.08579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.7386912252588, tolerance: 2.502355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.12865541445958, tolerance: 1.80624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.418214395992205, tolerance: 2.09749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.919046626472014, tolerance: 1.9030887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.895175512733957, tolerance: 1.79853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.35630410180079, tolerance: 1.6269950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.00370892374873, tolerance: 2.0765549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.26205616017525, tolerance: 1.89084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.01710689529007, tolerance: 2.06071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.609332986225525, tolerance: 2.06663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.828075634702486, tolerance: 1.31283875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.158698721825573, tolerance: 1.72138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.954261020213224, tolerance: 1.872675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.851309953424206, tolerance: 1.9095950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.296630360401277, tolerance: 2.1457949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.599368920910146, tolerance: 2.0213200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.374910527418628, tolerance: 1.51704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.321814137603454, tolerance: 1.740595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.788974316197372, tolerance: 1.72228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.496982006863156, tolerance: 1.78696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.748659606596775, tolerance: 1.7868987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.25564978572554, tolerance: 1.86748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.075011278948786, tolerance: 2.07334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.69921130887917, tolerance: 1.8569
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.691775881672704, tolerance: 2.3940200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.385345542720223, tolerance: 1.7272887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.352421807758496, tolerance: 1.661755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.89612528913376, tolerance: 1.96141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.037967727191734, tolerance: 2.0873887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.14650960118494, tolerance: 1.80269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.51804831984835, tolerance: 1.55358875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.134446106954858, tolerance: 1.7448750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.306110663492916, tolerance: 2.0292487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.88052713772879, tolerance: 1.92208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.2417829517366, tolerance: 1.9500887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.059983203626302, tolerance: 1.622355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.896835368784075, tolerance: 2.0576987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.07129410800514, tolerance: 2.260395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.694143856557517, tolerance: 1.818355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.611339527523263, tolerance: 2.05698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.49871463061332, tolerance: 2.0137487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.0371613174238, tolerance: 2.1843
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.828546553888486, tolerance: 2.31831875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.934916097726678, tolerance: 1.5515949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.854371432651888, tolerance: 1.7838687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.14752962038339, tolerance: 1.56883875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.645635492231996, tolerance: 1.855755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.46073000158649, tolerance: 1.88584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.4585185734687, tolerance: 2.00039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.729110196264628, tolerance: 2.04973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.262237323673844, tolerance: 2.3460487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.492708745876715, tolerance: 1.7989187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.43634103838094, tolerance: 2.11274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.478293682385477, tolerance: 1.7526000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.671462027991295, tolerance: 1.47729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.893676569409635, tolerance: 1.82829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.748578785114496, tolerance: 1.8294387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.961548427996522, tolerance: 1.79243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.27991062223263, tolerance: 1.8484200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.228970296401464, tolerance: 2.272795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.574944154052838, tolerance: 1.8274687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.409284358147474, tolerance: 1.44368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.49713167637208, tolerance: 1.7496887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.018661145262918, tolerance: 1.86714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.89374802150907, tolerance: 1.727475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.814324542291665, tolerance: 1.9996800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.14081867495308, tolerance: 1.7359800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.622501163079665, tolerance: 1.8857949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.07994335944339, tolerance: 1.7089387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.91281926969985, tolerance: 1.9125387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.954227674935442, tolerance: 2.05128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.34989064954044, tolerance: 2.35026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.71112630342116, tolerance: 1.7637887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.418867375330834, tolerance: 2.5345487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.56877185884307, tolerance: 1.9825949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.608525732302382, tolerance: 1.699755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.304561336326344, tolerance: 2.051675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.97145406480388, tolerance: 1.7697200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.75673100389679, tolerance: 1.6809887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.616311514155633, tolerance: 1.63391875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.244069240277724, tolerance: 1.87988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.38889235900969, tolerance: 2.0797550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.352764759080944, tolerance: 1.81872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.218563534581968, tolerance: 1.6999887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.11767821970121, tolerance: 2.0654
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.569792037134864, tolerance: 1.6985687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.500150368357716, tolerance: 1.7166887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.76127949363019, tolerance: 2.40229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.119767078892117, tolerance: 1.91313875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80085169829072, tolerance: 1.778995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.09750015239395, tolerance: 1.7785949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.58667438238887, tolerance: 2.12126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.3820304594557, tolerance: 2.0177
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.40493202135389, tolerance: 1.56103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.543113821853062, tolerance: 1.7546000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.45534184329285, tolerance: 1.9625949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.104368619245804, tolerance: 2.08303875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.53495889083863, tolerance: 1.8521949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.39797626728898, tolerance: 1.9550750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.97276831443527, tolerance: 1.9568387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.407481800266545, tolerance: 1.4977200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.987790892073356, tolerance: 2.09653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.78385198830955, tolerance: 1.84889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.47789726744252, tolerance: 2.1034200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.518639813126974, tolerance: 2.0396
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.788130857565355, tolerance: 1.57789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.73726168960124, tolerance: 1.85188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.052103335286056, tolerance: 1.56689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.845368352862984, tolerance: 2.18749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.837001159011876, tolerance: 2.19489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.70801875484989, tolerance: 2.10798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.629539278698708, tolerance: 1.8660387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51112495891515, tolerance: 2.501795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.463109069615044, tolerance: 1.9965950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.955986762913568, tolerance: 1.63178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.103169008731605, tolerance: 1.5432487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.735498215700233, tolerance: 1.824
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.072468926071693, tolerance: 1.9341487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.664632561511894, tolerance: 2.14079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.818336170203885, tolerance: 1.9049949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.452195519126406, tolerance: 1.9282387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.951935971415494, tolerance: 1.5323187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.11720802839889, tolerance: 1.966355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.190728385713193, tolerance: 1.8834187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.292014798197929, tolerance: 1.4717887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.82823369834775, tolerance: 1.85868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.72644560335625, tolerance: 2.0161549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.47472741324577, tolerance: 1.93189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.235022926813212, tolerance: 1.7503987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.434571924364498, tolerance: 1.60089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.81466453558, tolerance: 1.8803687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.74653518397923, tolerance: 1.8192887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.054547060803657, tolerance: 1.5053200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.456251033554782, tolerance: 1.6876887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.28963857515102, tolerance: 1.7589887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.589952931865632, tolerance: 1.84768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.83998614581368, tolerance: 1.9593199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.90333635201123, tolerance: 1.9470887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.132597740821055, tolerance: 1.4237950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.462646504871103, tolerance: 1.57981875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.964206629969212, tolerance: 1.8932987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.664650806421182, tolerance: 1.6519387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.376034671811396, tolerance: 2.19578875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.581081174891125, tolerance: 1.9200750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.63178049333752, tolerance: 1.881675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.711762424174182, tolerance: 1.5157200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.947193571125144, tolerance: 1.6053949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.953310836870617, tolerance: 1.632955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.827007691567395, tolerance: 1.59152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.85334339685446, tolerance: 1.93186875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.865231827188225, tolerance: 1.9034
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.260252196031143, tolerance: 1.25538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.55529774140085, tolerance: 1.81709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.671384749335733, tolerance: 1.7026387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.85987266978895, tolerance: 2.16472
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.401462220708723, tolerance: 1.45794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.91588676170899, tolerance: 1.832155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.457292729619756, tolerance: 2.0152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.137827987766656, tolerance: 2.18356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.75592932309926, tolerance: 1.44488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.928055395611183, tolerance: 1.7377987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.14068142392705, tolerance: 2.2381387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.56302215876611, tolerance: 1.65786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.363774594246628, tolerance: 1.3204387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.016779523822308, tolerance: 1.40578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.307144392855218, tolerance: 1.68861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.365515985330823, tolerance: 1.7311687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.763785729291175, tolerance: 1.72794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.237049886470665, tolerance: 1.7545387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.37450803814748, tolerance: 1.42158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.428670679137813, tolerance: 1.9948750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.558792137298788, tolerance: 1.6775549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.499934718531183, tolerance: 1.7120487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.51087485508751, tolerance: 1.96119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.000235511476504, tolerance: 1.8725549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.50290000699296, tolerance: 2.3565487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.900417757295784, tolerance: 2.03552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.365194961050406, tolerance: 1.7046200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.53121677865896, tolerance: 1.97141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.00244226264266, tolerance: 1.948955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.587974545687942, tolerance: 1.8651887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.207245480133544, tolerance: 1.83559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.53543238802745, tolerance: 1.26873875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.60121524448605, tolerance: 2.144595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.97523709041983, tolerance: 1.9161949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.962984207568383, tolerance: 2.000955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.599526686424174, tolerance: 1.880955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.0857471091407, tolerance: 2.0764750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.053999337100688, tolerance: 2.134555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.852976300617243, tolerance: 1.6834487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97016204668033, tolerance: 1.77978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.367574687508785, tolerance: 2.1611987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.18509903996756, tolerance: 1.859475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.65223175771959, tolerance: 1.69398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.19941164140829, tolerance: 1.9924887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.73914838391648, tolerance: 1.7375887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.86712819098063, tolerance: 1.88659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.35976265147413, tolerance: 1.71852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.387197970011528, tolerance: 1.46729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.48089599791033, tolerance: 1.60821875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.424384045899558, tolerance: 1.6972887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.539689920014816, tolerance: 1.7063949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.137033122384338, tolerance: 1.8187200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.67680313868219, tolerance: 1.537395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.278252320257977, tolerance: 2.03568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.433903845578193, tolerance: 1.41688875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.20051022035861, tolerance: 2.42236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.56493467046131, tolerance: 2.00394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.205430867293042, tolerance: 1.508675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.693734917730474, tolerance: 1.7555487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.21524624183637, tolerance: 1.48173875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.957309468911756, tolerance: 1.90914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.204880090625906, tolerance: 2.0148200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.869039930878934, tolerance: 2.23494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.637600165751962, tolerance: 2.33844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.963291060735145, tolerance: 1.81702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.691857610396163, tolerance: 2.00644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.440329660307064, tolerance: 1.6919487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.474037658367223, tolerance: 1.84044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.50668736114691, tolerance: 1.69236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.460673177998515, tolerance: 2.1327550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.252183981909878, tolerance: 1.87054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.4321842491769, tolerance: 1.83201875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.556003101990616, tolerance: 1.8598487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.687434021318861, tolerance: 1.44924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.681019840370675, tolerance: 1.8521887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.173229364565483, tolerance: 1.47298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.968799107823386, tolerance: 1.76154875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.022994776388195, tolerance: 1.95318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.51091774722403, tolerance: 2.22368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.851520685293046, tolerance: 1.7421487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.421289607240489, tolerance: 1.98508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.661026332415368, tolerance: 1.7663949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.656659883376552, tolerance: 1.6285200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.76772247119977, tolerance: 1.6777887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.096755311500722, tolerance: 1.7201199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.633649037186224, tolerance: 1.96028875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.567665174225496, tolerance: 1.9183800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.08461487755567, tolerance: 1.97813875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.783506761369324, tolerance: 1.8287949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.315026170011546, tolerance: 1.9969687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.598964918546166, tolerance: 2.105555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.49321763719052, tolerance: 2.2661000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.761940329944277, tolerance: 1.86848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.105756090607976, tolerance: 1.9299487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.158273624158383, tolerance: 2.06369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.98115662358758, tolerance: 2.0361949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.027388240326346, tolerance: 2.107395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.583239467269628, tolerance: 2.09402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.8581084862733, tolerance: 1.9787199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.440020059790292, tolerance: 1.9427199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.010536464687796, tolerance: 1.81411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.686837785315163, tolerance: 1.8581950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.687995605511052, tolerance: 2.05204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.36003117089745, tolerance: 2.0593487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.72205474386011, tolerance: 1.93609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.713038086686847, tolerance: 2.1194987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.20687982247777, tolerance: 2.06933875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.76218933546483, tolerance: 2.1396800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.660254657621206, tolerance: 2.11198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.713582226827732, tolerance: 2.0471549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.928600684575436, tolerance: 1.7923200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.916145036767432, tolerance: 2.1995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.908451479412072, tolerance: 2.417755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.174226632365425, tolerance: 1.7350687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.852989879273366, tolerance: 1.9391949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.463303014664646, tolerance: 1.8238799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.076020969472406, tolerance: 2.1625199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.408875107043336, tolerance: 1.88661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.139817594133046, tolerance: 2.36386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.644594727771306, tolerance: 1.76488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.006120677313238, tolerance: 2.11218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.45719671827692, tolerance: 1.9800387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.4098891080355, tolerance: 2.03774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.329376763249641, tolerance: 1.90146875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.716616907446067, tolerance: 1.9955549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.841197762924963, tolerance: 2.047075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.028131718138553, tolerance: 2.4559550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.634511702561166, tolerance: 1.82014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.847919290762034, tolerance: 1.4404387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.416969101053338, tolerance: 2.2816887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.443090384421222, tolerance: 1.4511
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.908974891421185, tolerance: 2.31566875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.546431215671078, tolerance: 2.3627949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94763593052376, tolerance: 1.8951887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.53342790144782, tolerance: 1.96884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.94099852134593, tolerance: 2.0943887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.322775099872757, tolerance: 1.90382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.65452239336735, tolerance: 1.7885
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.0538556379411, tolerance: 1.759675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.240409347704762, tolerance: 1.822955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.847307108373602, tolerance: 2.26768875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.133207040233525, tolerance: 1.9403487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.352162700600346, tolerance: 1.9402387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.493387067949534, tolerance: 1.87293875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.148752534212608, tolerance: 1.9787949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.87408226548515, tolerance: 1.64469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.9494259535071, tolerance: 2.134595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.168951599922163, tolerance: 2.18891875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.150042362240317, tolerance: 2.0354
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.465920359882965, tolerance: 1.9494200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.499916413537715, tolerance: 2.45738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.701296449413643, tolerance: 2.20354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.107933940113732, tolerance: 1.9556200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.535105418302024, tolerance: 1.8721387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.81897663987403, tolerance: 2.485395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.432539549409377, tolerance: 2.15768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.023431425902716, tolerance: 2.19588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.773550786553388, tolerance: 1.4466
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.598804235624204, tolerance: 2.06902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.042637052256385, tolerance: 1.8499887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.66581598545541, tolerance: 1.88969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.438702126868723, tolerance: 2.12408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.161895043011565, tolerance: 1.5232887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.018516832148638, tolerance: 1.582555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.90500224724257, tolerance: 1.418075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.770979025133713, tolerance: 1.30104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.262806866481025, tolerance: 1.7333949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.245764735668459, tolerance: 1.53038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.992057937030946, tolerance: 1.6450387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.367336248506518, tolerance: 1.7692200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.738617002795998, tolerance: 1.3044200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.70795636127719, tolerance: 1.47848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.383669364794965, tolerance: 1.75538875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.358732678161886, tolerance: 2.0817550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.5639090674448, tolerance: 1.94661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.26904130373238, tolerance: 1.9245949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8251479651936, tolerance: 2.09752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.56183113256759, tolerance: 1.7679950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.884890207734447, tolerance: 1.7589949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.050830909965732, tolerance: 1.66096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.864795882877356, tolerance: 1.592755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.581801268658555, tolerance: 1.62858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.103297002053422, tolerance: 1.39988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.047789337807274, tolerance: 1.9206750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08208981365032, tolerance: 1.9350887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.317473108335774, tolerance: 1.508075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.727930833919604, tolerance: 1.23618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.965242584129967, tolerance: 2.10958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.165747657155286, tolerance: 1.631555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.003973002595476, tolerance: 2.01581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.456916066515335, tolerance: 1.7758200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.39081557941383, tolerance: 1.8634387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.74759971393369, tolerance: 1.70798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.70482894022423, tolerance: 1.28509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.561356453027546, tolerance: 1.71226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.535253636770783, tolerance: 1.403475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.634243555811608, tolerance: 1.7118187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.76649727307562, tolerance: 1.22618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.843472582990827, tolerance: 1.4349550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.468482847785637, tolerance: 1.84594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.307538533425081, tolerance: 1.50718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70910037457082, tolerance: 1.36333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.99499763283804, tolerance: 1.18222
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.40458827672993, tolerance: 1.6471187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.636448050408015, tolerance: 1.5994387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.938697714846793, tolerance: 1.7843987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.817827314103758, tolerance: 2.0903
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.23603331981739, tolerance: 1.7718200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.058182859653524, tolerance: 1.7011200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.579531829939555, tolerance: 1.7404487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.259520173846973, tolerance: 1.5521950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.258436975362553, tolerance: 1.31264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.634501889246318, tolerance: 1.5116200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.455111309039461, tolerance: 1.7701949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.387088378038726, tolerance: 1.37134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.09341604767562, tolerance: 1.5599550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.881307962166513, tolerance: 1.7031387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.423754662125727, tolerance: 1.5554750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.712237926729074, tolerance: 1.2634200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.068844735363864, tolerance: 1.92221875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.541952293549391, tolerance: 1.81768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.220833796779814, tolerance: 1.9126200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.06018555709747, tolerance: 1.4095950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.898337574095631, tolerance: 1.5703387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.195980803866933, tolerance: 1.8007949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.917599720855884, tolerance: 1.6102887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.920839509749051, tolerance: 1.6843887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.510101086975205, tolerance: 1.8783199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.049934703445775, tolerance: 1.72393875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.062844551675841, tolerance: 1.504955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.883678218957778, tolerance: 1.96851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.682874646810617, tolerance: 1.60628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.299162034526702, tolerance: 1.6044
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.14532325439901, tolerance: 2.21658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.45073793682941, tolerance: 1.47249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.96280127726031, tolerance: 1.8367
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.354896931152936, tolerance: 1.7130387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.15528206466382, tolerance: 1.29558875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.835173904740252, tolerance: 1.3922387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.989197584042453, tolerance: 1.42399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.362697939736535, tolerance: 1.5434750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.18252648573632, tolerance: 1.8850987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.448026543204106, tolerance: 1.57004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.831429801119697, tolerance: 1.8950987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.336350976169562, tolerance: 2.220795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.62913034878099, tolerance: 1.5695387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.31345350392256, tolerance: 1.9818187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.18048582960562, tolerance: 1.9280487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.109692021010396, tolerance: 1.310195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.041529453041079, tolerance: 1.574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.593485052542952, tolerance: 1.55433875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.573926635779593, tolerance: 1.6617887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.477796506357691, tolerance: 1.7701200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.556406801222394, tolerance: 1.8049387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.964078852438785, tolerance: 1.62898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.736033430533595, tolerance: 1.9016387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.043429139221278, tolerance: 1.7452987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.096562268085734, tolerance: 1.91689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.01306731855104, tolerance: 1.83942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.51507687381238, tolerance: 1.409955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.750729449991814, tolerance: 1.54834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.902630249434832, tolerance: 1.47063875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.675175591418018, tolerance: 2.09021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.726042939927567, tolerance: 1.61658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.609918120119055, tolerance: 1.6975887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.251512583874025, tolerance: 1.61828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.87179342894814, tolerance: 1.76281875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.24599891955357, tolerance: 1.6277487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.385409794369437, tolerance: 2.0693
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.466981882822672, tolerance: 1.70498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.490295026039327, tolerance: 2.12012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.444113009507063, tolerance: 2.18972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.958217671301835, tolerance: 2.09756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.193635355568556, tolerance: 1.9291949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.69035789646643, tolerance: 2.0244987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.992593246075632, tolerance: 1.69398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.23445316538999, tolerance: 1.6371887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.882402638319613, tolerance: 2.43548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.359371920721783, tolerance: 1.3665200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.209782965883747, tolerance: 1.6730887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.45170636045105, tolerance: 2.06708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.193839008634324, tolerance: 1.9907949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.4707449446629, tolerance: 1.7235387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.061592498178495, tolerance: 1.85158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.586692678102512, tolerance: 1.67212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.300852054974158, tolerance: 2.5404
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.52768596687808, tolerance: 1.80398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.59435422853545, tolerance: 1.6901550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.088884510261796, tolerance: 1.9200799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.059909422606953, tolerance: 1.9521199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.776392728044055, tolerance: 1.7378887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.293333516788095, tolerance: 1.55528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.884754013851566, tolerance: 1.52208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.005724182999124, tolerance: 1.7844887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64215042627274, tolerance: 1.64411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.02982922438812, tolerance: 1.5549887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.083668288020675, tolerance: 1.73754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.68770651174679, tolerance: 1.96084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.9400173972587, tolerance: 1.70909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.113242597055766, tolerance: 1.7356200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.333661726709117, tolerance: 1.961675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.80761444341268, tolerance: 2.159955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.013043459652522, tolerance: 2.4711987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.024500812360944, tolerance: 2.0549887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.297678863461346, tolerance: 2.0181887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.53009831204378, tolerance: 1.9155550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.17799126282403, tolerance: 1.53558875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.520907417642917, tolerance: 2.07958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.498086426982518, tolerance: 1.56164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.664783150586615, tolerance: 1.7253887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.721360274906946, tolerance: 2.0928750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.613691804345258, tolerance: 2.00481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.911793458619442, tolerance: 1.8851200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.631029474683636, tolerance: 1.739355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.343693913792148, tolerance: 2.3129550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.265259904510536, tolerance: 1.8480987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.129425612318066, tolerance: 2.02133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.671509223223696, tolerance: 1.4163949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.387706670232525, tolerance: 2.09279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.05840412545033, tolerance: 1.720995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.1798301056061, tolerance: 1.77684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.520258446554692, tolerance: 2.24948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.382138523737645, tolerance: 1.7855387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.81821868298043, tolerance: 1.95259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.586101820576516, tolerance: 2.23266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.273532101016166, tolerance: 1.72242
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.41024735998399, tolerance: 1.66326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.808506264981595, tolerance: 1.7373987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.15995542854408, tolerance: 1.96468875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.860540121632525, tolerance: 1.2812000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.635370557173413, tolerance: 1.1195950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.17412764264328, tolerance: 2.01038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.430445775262505, tolerance: 1.847155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.541719189465915, tolerance: 1.54224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.62604943829389, tolerance: 1.8447949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37128999272103, tolerance: 1.855355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.802607276272592, tolerance: 1.922555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.92318966207028, tolerance: 2.1009549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52764322707249, tolerance: 1.79108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.0664671037181, tolerance: 1.9576200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.965895861819465, tolerance: 2.03781875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.114220849700356, tolerance: 1.7573987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.328836098255785, tolerance: 1.46279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.476153372845882, tolerance: 1.8239487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.176720985265938, tolerance: 1.9579387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.064447428558257, tolerance: 2.03789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.762492202570247, tolerance: 2.22226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.45579513250945, tolerance: 2.19734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.177778148607565, tolerance: 1.6935487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.778068773954047, tolerance: 1.6387887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.81464690525219, tolerance: 1.8911
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.519542026019895, tolerance: 1.864
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.164661186737122, tolerance: 2.15558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.891420550651993, tolerance: 1.9121200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.861028534075757, tolerance: 2.2177987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.44010019584613, tolerance: 1.556955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.719461054849116, tolerance: 1.75951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.476518245665286, tolerance: 1.80588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.338031057329335, tolerance: 2.0955550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.052516790199663, tolerance: 2.4742200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.19367577910822, tolerance: 1.8169387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.741402925146026, tolerance: 2.0915987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.55604461636842, tolerance: 1.40208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.966935628698767, tolerance: 2.0916799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.903822577531072, tolerance: 1.7155550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.6603207541163, tolerance: 1.9813487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.89524035033272, tolerance: 1.9667550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.5536123590014, tolerance: 1.80434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.669619243480426, tolerance: 1.5430887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.088132959603005, tolerance: 1.8181487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.918584765123562, tolerance: 1.84666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.02241415970512, tolerance: 1.8165187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.368210929520522, tolerance: 1.85152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.466560934427378, tolerance: 2.0359987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.163153354419947, tolerance: 1.7139799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.519317856555077, tolerance: 1.27409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.3829846840991, tolerance: 2.1118799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.529187068685253, tolerance: 2.091155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.629334453959153, tolerance: 1.83181875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.19956472490722, tolerance: 1.71851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.625311076869735, tolerance: 1.85484875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.695650434864362, tolerance: 1.71868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.894874759899196, tolerance: 2.2057949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.117613068673265, tolerance: 1.7038187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.97433510527192, tolerance: 1.90038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.060207403841506, tolerance: 1.74509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.182328509586913, tolerance: 1.3246200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.068176978031595, tolerance: 1.98816875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.402647961251574, tolerance: 1.9812387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.794402397029454, tolerance: 1.77709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.853309344320202, tolerance: 2.11731875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.772247897449102, tolerance: 1.8093687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.69187584941083, tolerance: 1.8364387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.92867137775273, tolerance: 1.7427949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.124465726463715, tolerance: 1.86869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.342197755103236, tolerance: 1.6445549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.27622639868796, tolerance: 1.7725949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.445873401988106, tolerance: 1.8287949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.7799875462455, tolerance: 1.7831887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.177098479779584, tolerance: 1.46009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.590642788785306, tolerance: 2.10406875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.621340750470473, tolerance: 2.4605799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.595299285902584, tolerance: 1.7935949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.671640062722787, tolerance: 1.460355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.632290723172265, tolerance: 2.1744799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.411600212697444, tolerance: 1.8012887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.684834610021102, tolerance: 1.5233687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.090674442344163, tolerance: 2.07529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.095990779391713, tolerance: 1.9213987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.007858764770928, tolerance: 2.1305
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.29079061958914, tolerance: 1.67024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.10768858390091, tolerance: 2.00628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.662898087720723, tolerance: 1.68006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.437181678708164, tolerance: 2.0975800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.329867579881036, tolerance: 1.3920000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.86621135638763, tolerance: 1.5959
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.58097213422953, tolerance: 1.79549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.35924280144617, tolerance: 1.68149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.194652753170793, tolerance: 1.9381000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.159915134075142, tolerance: 1.87031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.059168141639383, tolerance: 1.6098750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.28160907347899, tolerance: 1.9534187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.125552822501703, tolerance: 1.8570887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.51991848083971, tolerance: 2.0744687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.247992130750646, tolerance: 1.70764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.937749262363749, tolerance: 1.7351949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.845977980469305, tolerance: 1.82931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.662745620638308, tolerance: 1.8437549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.257747340601018, tolerance: 1.54931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.8276346149118, tolerance: 1.7404799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.72122599861821, tolerance: 1.7383949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.27549671041246, tolerance: 1.95979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.860279374843667, tolerance: 1.6793200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.451917247582326, tolerance: 1.7506187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.830662448158932, tolerance: 1.73823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.89878942206733, tolerance: 2.0429950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05652013556326, tolerance: 1.9729200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.72097496003759, tolerance: 2.0777949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.263600100458163, tolerance: 2.15319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.22629717920123, tolerance: 2.05471875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08160095018941, tolerance: 1.8179949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.27419176291326, tolerance: 1.61831875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.806593499264594, tolerance: 1.76571875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.086149860417768, tolerance: 1.54972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.042094408720171, tolerance: 1.60373875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.837688337361076, tolerance: 1.572755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.806029795736478, tolerance: 1.98108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.48424028636496, tolerance: 1.6855200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.245080059330178, tolerance: 1.810955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.147262910884095, tolerance: 2.2735387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.393985009153578, tolerance: 1.42004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.938945285661795, tolerance: 1.78714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64208282434778, tolerance: 1.51119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.421530479929068, tolerance: 1.8727387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.661152291501523, tolerance: 1.509555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.0815291212298, tolerance: 1.5198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.682276716155446, tolerance: 1.93409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.508321551073443, tolerance: 1.8359987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.534347108467458, tolerance: 2.0964
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.453268431074903, tolerance: 1.7530887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.363239193446915, tolerance: 2.01679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.832672192308472, tolerance: 1.75419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.675871119619032, tolerance: 1.44438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.696139081868797, tolerance: 1.6774200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.972502434314773, tolerance: 1.9633800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.618365651276157, tolerance: 1.75983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.494603538944894, tolerance: 1.7744887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.165051851711343, tolerance: 1.44079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.327382720331475, tolerance: 1.53128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.626531981395054, tolerance: 1.8549549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.186310753750611, tolerance: 1.6764750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.820619858553055, tolerance: 1.50888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.177333265303709, tolerance: 1.3231000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.527912820359226, tolerance: 1.506275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.977478998938203, tolerance: 1.58348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.122261050655792, tolerance: 1.576755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.738807986165885, tolerance: 1.73819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.54969488960694, tolerance: 1.55728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.967410488625134, tolerance: 1.5931800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.02383343911625, tolerance: 1.11694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.483153801104216, tolerance: 2.006355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.53979528261157, tolerance: 1.8888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.1095635784313, tolerance: 1.6488887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64621927467163, tolerance: 1.1234
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.970947978294518, tolerance: 1.80789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.957063585987683, tolerance: 1.7455887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.58974485393401, tolerance: 1.65308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.05246452843063, tolerance: 1.59799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.761516970838855, tolerance: 1.7559187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.303874377420822, tolerance: 1.49596875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.480127549643754, tolerance: 1.48768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.67719171945719, tolerance: 1.5190799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.080904266390256, tolerance: 1.832275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72719444570975, tolerance: 1.6723949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.074382827784195, tolerance: 1.7724487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.230728887113095, tolerance: 1.919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.09090713988677, tolerance: 1.663755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.347312925678764, tolerance: 1.3806
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.44117765129399, tolerance: 1.680355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.82410124133863, tolerance: 1.57211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.441392504789356, tolerance: 1.8603200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.721063476919966, tolerance: 1.393595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.888139609354134, tolerance: 1.994355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.887038714230506, tolerance: 1.78349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.86777503463747, tolerance: 1.844475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.790501034265134, tolerance: 1.7692687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.125566653677286, tolerance: 1.2529550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.277778022621284, tolerance: 1.6035949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.68915692976792, tolerance: 1.469155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.64524537737555, tolerance: 1.8850200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.98688990085007, tolerance: 1.7988387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.619877850837774, tolerance: 1.7381550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.484441095580014, tolerance: 1.9034887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.92704279263734, tolerance: 1.62054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.388293271848045, tolerance: 1.6741000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.234803710672917, tolerance: 1.28838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.105367063102662, tolerance: 1.5799200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.357149110028981, tolerance: 1.239795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.00995043969299, tolerance: 1.7970487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.19011956418415, tolerance: 1.21413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.147466031550316, tolerance: 1.7654750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.897241887028933, tolerance: 1.78296875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.76159044769376, tolerance: 1.7071687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.866091118248567, tolerance: 1.493555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.930055351563883, tolerance: 1.42724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.16621231740841, tolerance: 1.862555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.53205254832028, tolerance: 1.7472
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.932390557550676, tolerance: 1.6729549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.717533733316824, tolerance: 1.9261949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.351455134983308, tolerance: 1.65969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.63551048090216, tolerance: 1.42068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.672556741796033, tolerance: 1.3847887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.601910655053214, tolerance: 1.37528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.832664949334287, tolerance: 2.0141387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.627136051010794, tolerance: 1.6763887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.163323645972948, tolerance: 1.63564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.073745327784408, tolerance: 1.05678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.807320540776146, tolerance: 1.7418987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.55701687919274, tolerance: 2.37769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.927719418454316, tolerance: 1.7690750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.42080485736757, tolerance: 1.54678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.732636161915863, tolerance: 1.9827000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.421999542814916, tolerance: 1.6416887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.962094302759517, tolerance: 1.3309549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.36670394030738, tolerance: 1.434955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.768062542189956, tolerance: 2.095195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.915250807302547, tolerance: 1.22503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.25539495384349, tolerance: 1.48689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.76771594780148, tolerance: 1.43188875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.135180673416642, tolerance: 1.47583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.097944288224294, tolerance: 1.8363550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.963434329823457, tolerance: 1.3602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.251470040131355, tolerance: 1.926755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.133162327585975, tolerance: 1.573155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.451328211774044, tolerance: 1.40019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.637738474835272, tolerance: 1.48283875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.13410743376725, tolerance: 1.70898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.741670392844007, tolerance: 1.5050387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.877997699260387, tolerance: 1.40044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.250697270053948, tolerance: 1.8061549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.879254910690886, tolerance: 1.6528887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.284343101522467, tolerance: 2.3548387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.58261294821281, tolerance: 1.10064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.631922227989033, tolerance: 1.9197949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.267999748046527, tolerance: 1.9951987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.107167266490173, tolerance: 1.7884
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.63054154411414, tolerance: 1.7989387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.896044464786502, tolerance: 1.7919200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.068817898094046, tolerance: 2.17782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.82593473112799, tolerance: 1.7913387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.067644823167235, tolerance: 2.2673
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.45494295352539, tolerance: 2.10098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.414611774968016, tolerance: 1.9387949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.475324547245407, tolerance: 1.8290487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.83095380682049, tolerance: 1.46724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.370841994064595, tolerance: 1.7522187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.800337018137956, tolerance: 1.7949187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.175046298802947, tolerance: 2.2429949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.56287207314889, tolerance: 1.41268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.756372552778537, tolerance: 2.1911
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.123060120100455, tolerance: 1.6606750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.576146530386247, tolerance: 1.77528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.15798208877562, tolerance: 1.54649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.588092315832576, tolerance: 2.219795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.43370684913959, tolerance: 1.761875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9117105372162, tolerance: 1.40353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.351316383261189, tolerance: 1.339355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.158857523367345, tolerance: 2.127195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.46325836603015, tolerance: 2.27261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.950376067488058, tolerance: 1.6830200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.913006389257518, tolerance: 1.78568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.643482493387538, tolerance: 1.7090750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.639527075246463, tolerance: 1.9488387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.346105419687817, tolerance: 1.814275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.15284103955534, tolerance: 1.9993949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.187770310225936, tolerance: 1.55528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.73657961019745, tolerance: 1.899155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.813677989366283, tolerance: 1.7229199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.301768815846327, tolerance: 1.9674200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.719811013208137, tolerance: 2.02098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.456728928616949, tolerance: 1.8839949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.248367017879048, tolerance: 1.80043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.046925334045682, tolerance: 1.6871387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.101293267379825, tolerance: 1.5918200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.915994129568926, tolerance: 2.1295949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.709552756977148, tolerance: 1.8302200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.124794800205905, tolerance: 1.6509949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.392647824236327, tolerance: 1.81064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.132897858785466, tolerance: 1.8476000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.461337136442783, tolerance: 1.17411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.833348387048805, tolerance: 2.1609549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.393741183176502, tolerance: 1.81768875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.292456245557634, tolerance: 1.8685950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.096922830438476, tolerance: 1.3190487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.295665637925218, tolerance: 2.0969549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.825731182641697, tolerance: 1.62029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.501642417718294, tolerance: 1.84018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.544124525787005, tolerance: 2.00152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.58882893198599, tolerance: 2.03753875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.243448682837796, tolerance: 1.6456187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.317570749591344, tolerance: 2.33094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.775861414675678, tolerance: 1.87789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.568749446685867, tolerance: 1.7893949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.112445388332382, tolerance: 1.309355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.802558947063215, tolerance: 1.7797950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.483953450662092, tolerance: 1.6611887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.474767700470867, tolerance: 1.61946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.970202480535985, tolerance: 1.44918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.591884705515714, tolerance: 1.68809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.480201865229247, tolerance: 1.8595800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96064113223745, tolerance: 1.8569987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.86333235599614, tolerance: 1.539795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.89306406797548, tolerance: 2.1117950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.767645192357755, tolerance: 1.9862000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.61174816934897, tolerance: 1.988475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.904198738818884, tolerance: 1.9620487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.305905886176635, tolerance: 1.5089487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.129591526498253, tolerance: 1.8237987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.740670448653947, tolerance: 2.1774
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.01441959510388, tolerance: 1.7652750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.974962583738737, tolerance: 1.9404750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.269476503061448, tolerance: 1.7184887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.36545263403989, tolerance: 2.06756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.421074782037703, tolerance: 2.1083387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.809055465575828, tolerance: 2.18824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.26927810971197, tolerance: 1.9461487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.738348319691806, tolerance: 2.23328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.241182321952978, tolerance: 1.45828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.651016888685497, tolerance: 1.55646875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.23666256029331, tolerance: 1.9840200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.669984868288218, tolerance: 1.45664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.54234253930922, tolerance: 2.10743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.002598448246594, tolerance: 2.06092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.661383421335618, tolerance: 1.97104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.5662381927714, tolerance: 2.16128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.390356542193704, tolerance: 1.88742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.420020057998393, tolerance: 2.3189987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.5743051229341, tolerance: 1.6465987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.880292951023193, tolerance: 2.07786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.549246881334955, tolerance: 2.1123549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.04165964114005, tolerance: 2.0950887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.89781728691401, tolerance: 1.9449949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.420928729246356, tolerance: 1.7670487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.124020002225173, tolerance: 1.8704
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.220070131487947, tolerance: 2.1412987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.811834292769756, tolerance: 1.6487550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.476942820843522, tolerance: 1.6103687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.682565364150642, tolerance: 1.49624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.18344573434357, tolerance: 1.7272387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.017431024558302, tolerance: 1.64398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.40235222780344, tolerance: 2.102875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.621820734012946, tolerance: 1.3247187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.782963276756238, tolerance: 1.515155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.158348933505632, tolerance: 1.64874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.606758227531902, tolerance: 1.7701
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.873333179022104, tolerance: 2.1855
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.28283512944189, tolerance: 1.33818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.519581397302364, tolerance: 1.7443000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.59133963381302, tolerance: 1.9587550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.42256700632252, tolerance: 1.5606987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.28399578758584, tolerance: 1.9694
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.914317348828263, tolerance: 1.4066750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.834984422461584, tolerance: 1.65936875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.441476114353925, tolerance: 1.731675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.13459950268095, tolerance: 1.92894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.08717437926307, tolerance: 1.475595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.66102077129681, tolerance: 2.1314
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.709101975338573, tolerance: 1.7187387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.52806374326171, tolerance: 1.8755800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.508965708124654, tolerance: 1.488755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.48691967772437, tolerance: 1.610955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.336568454580274, tolerance: 1.7819887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.275650455535022, tolerance: 2.12349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.890520122121115, tolerance: 1.75078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.671655003085402, tolerance: 1.719355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.921377612422848, tolerance: 2.1185549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.532793969580315, tolerance: 1.75462
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.731558633734846, tolerance: 1.9816887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.239268114479586, tolerance: 1.83869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.79634142140082, tolerance: 1.64184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.9280729346739, tolerance: 1.8270987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.82781416960846, tolerance: 2.1410887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.580366645176166, tolerance: 1.75569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.62310653168589, tolerance: 1.5608887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37065612519289, tolerance: 1.9149487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.726115325921104, tolerance: 1.51918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.043391373647133, tolerance: 1.6624799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.773219537534057, tolerance: 1.8415387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.98488605647735, tolerance: 1.905955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.656692037211556, tolerance: 1.9866487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.737038874167116, tolerance: 2.0678487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.437492911136317, tolerance: 1.99471875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.804131368766937, tolerance: 1.7555387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.099784779137302, tolerance: 1.7233687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.51874461158986, tolerance: 1.583595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.816500576110606, tolerance: 1.8480750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.513195484670852, tolerance: 1.9621887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.581130471832594, tolerance: 1.69212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.983372935934598, tolerance: 1.613555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.523641781670207, tolerance: 1.6238387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.63400661093856, tolerance: 1.419995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.52558176411582, tolerance: 2.0647949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.4612665497966, tolerance: 2.577795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.474492935089756, tolerance: 1.58903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.57549509025354, tolerance: 1.7730799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.098234261362045, tolerance: 1.40632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.89283894377338, tolerance: 1.5969949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.024691832580054, tolerance: 1.9758987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.003219856755393, tolerance: 1.309995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.686756017328356, tolerance: 1.8868887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.136854842150925, tolerance: 1.83758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.77091776224794, tolerance: 1.7775950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.782930852165595, tolerance: 1.59883875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.410360299383676, tolerance: 1.7578487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.69665891525555, tolerance: 1.8148000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.85736549139739, tolerance: 1.7532799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.695465675754512, tolerance: 1.8869949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.942771975351164, tolerance: 1.7832750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.608220319377267, tolerance: 2.2867200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.245624696316128, tolerance: 1.60703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.372044237620472, tolerance: 1.7157
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.665662498775905, tolerance: 1.5943200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.546830616179768, tolerance: 1.787355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.061390848745138, tolerance: 1.714155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.89867967093776, tolerance: 1.6035550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.154914985767775, tolerance: 1.99189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.668902130145852, tolerance: 1.6782487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.802919952244828, tolerance: 1.89126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.496933356237435, tolerance: 1.994275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.92340351919446, tolerance: 1.6467549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.439965315266114, tolerance: 1.7173
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.91022555281235, tolerance: 1.9362987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.914266103446526, tolerance: 1.8671950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.45081614723776, tolerance: 1.8200487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.12048852137982, tolerance: 1.6141550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.968427908273785, tolerance: 1.83056875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.64676413577483, tolerance: 1.25311875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.388344302366068, tolerance: 1.56483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.84134333552073, tolerance: 1.7641550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.944304597075444, tolerance: 1.82059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.569930167653112, tolerance: 1.23534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.405428756379592, tolerance: 1.47846875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.367630061720178, tolerance: 1.9431987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.78078096645634, tolerance: 2.57358875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.190282980665806, tolerance: 1.976395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.832981122470315, tolerance: 2.1898987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.506494038112304, tolerance: 1.86132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.556059410943483, tolerance: 1.23788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.751170181492355, tolerance: 1.8982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.931815578970294, tolerance: 1.81019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.017022470315766, tolerance: 1.365155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.042630726241384, tolerance: 1.56578875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02710395109692, tolerance: 1.621155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.633013883817103, tolerance: 1.99498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.021432815949971, tolerance: 1.606475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.164973533470866, tolerance: 1.6787949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.874076369329757, tolerance: 1.460995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.66164496825542, tolerance: 1.71564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11833141485195, tolerance: 1.9442387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.95700166191099, tolerance: 1.845395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.44445333197667, tolerance: 1.447395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.601399977871306, tolerance: 1.41772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.998613554206084, tolerance: 1.8775199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.777429321560057, tolerance: 1.73728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.03105294665575, tolerance: 1.6218200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.797561544895018, tolerance: 1.63548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.859703622683286, tolerance: 1.5598799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.767572308077398, tolerance: 1.5806887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.33293905115877, tolerance: 1.856155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.9514644093575, tolerance: 1.960195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.835031910635593, tolerance: 1.8272000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.594046514400766, tolerance: 1.6547987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.194238547980497, tolerance: 1.59956875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.70474398454993, tolerance: 1.7117199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.542912717795103, tolerance: 1.50539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.42739426040394, tolerance: 2.0409800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.559415880440543, tolerance: 1.7540200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.283832355255065, tolerance: 1.8591949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.567905089428194, tolerance: 1.7787187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.92568771506132, tolerance: 1.4779200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.74530445939935, tolerance: 1.630955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.54858585610817, tolerance: 1.9661987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.78724894517471, tolerance: 1.6244200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.01032115175552, tolerance: 1.9471200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.549580074695047, tolerance: 1.37371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.8682640287335, tolerance: 2.0993387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.16261620376762, tolerance: 1.55694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.240049934988193, tolerance: 1.98042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.389097762313497, tolerance: 1.480555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.452053843025004, tolerance: 1.8559987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.876511957155863, tolerance: 1.46914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.609366615680987, tolerance: 1.7072
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.763871016775685, tolerance: 1.37759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.12659688832821, tolerance: 1.8515487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.249532525564437, tolerance: 1.375395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.860344863131575, tolerance: 1.7775200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.456740231429052, tolerance: 2.045995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.116983694619364, tolerance: 1.66359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.449291394813903, tolerance: 1.64584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.418215416819095, tolerance: 1.8120387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.177460900466073, tolerance: 1.7498200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20990081628643, tolerance: 1.74214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.780606423201835, tolerance: 1.3677949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.124174401847746, tolerance: 1.41596875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.064385001877515, tolerance: 1.8717949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.298662104616993, tolerance: 1.4975387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.79875948012402, tolerance: 1.7559887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.38579151273181, tolerance: 1.8665987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.83639622131182, tolerance: 1.8897549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.03342223297157, tolerance: 1.8235000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.189237597360599, tolerance: 1.7687000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.835054859504258, tolerance: 1.8022200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52632500384606, tolerance: 2.04006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.67427621023483, tolerance: 1.34873875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.474486295935414, tolerance: 1.8802687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.233687110321085, tolerance: 1.58018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.24748770755214, tolerance: 2.1061549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.421797083169203, tolerance: 1.5403
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.18509028724447, tolerance: 1.6897550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.811392701822136, tolerance: 1.567595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.648461638954714, tolerance: 1.6819550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17562731570863, tolerance: 2.2664
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.468824583367443, tolerance: 1.93366875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.708233505516624, tolerance: 1.390755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.240669529338955, tolerance: 1.85752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.665085818399735, tolerance: 1.8952
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.13750929250198, tolerance: 1.9447550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.87417249790701, tolerance: 1.7767887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.165224187201268, tolerance: 1.57826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.445543760262385, tolerance: 1.86459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.373666967537716, tolerance: 1.74108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.799118865879677, tolerance: 1.56106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.372317108353595, tolerance: 1.6351200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.3163003612272, tolerance: 1.736995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.323039125253466, tolerance: 1.70254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.46696786630289, tolerance: 1.9903387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.523354984117237, tolerance: 1.7181949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.249376157464795, tolerance: 1.680075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.69764755504263, tolerance: 1.7936487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.344906244766495, tolerance: 2.351195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.962785388112202, tolerance: 1.76598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.83998765626344, tolerance: 1.5101200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.45903185466855, tolerance: 2.08014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.21241022076031, tolerance: 1.2437887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.184829745218572, tolerance: 1.92988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.374011136463277, tolerance: 2.04919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.11750329624739, tolerance: 1.8065187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.86438441336309, tolerance: 1.6930387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.995068588755768, tolerance: 1.9255799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.452111983572266, tolerance: 2.09983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.204934412450655, tolerance: 2.0001949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.71522853365582, tolerance: 2.0589
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.999992469945697, tolerance: 1.8533887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.381795550371763, tolerance: 1.77088875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.88283004704281, tolerance: 1.9734487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.842406406047047, tolerance: 1.8886487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.39592941330048, tolerance: 2.3311
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.126630262273522, tolerance: 1.9428200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.047614484178958, tolerance: 1.77242
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.320873541809853, tolerance: 1.72799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.780438840860336, tolerance: 1.7577949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.581134400344478, tolerance: 2.08363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.444618262162482, tolerance: 1.5456200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.335967960837866, tolerance: 2.0183387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.52798274818588, tolerance: 1.7937887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.118383649266605, tolerance: 1.5554887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.069515447267392, tolerance: 1.9508887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.10865024781463, tolerance: 2.0445200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.73214903407079, tolerance: 2.03909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.146626442835274, tolerance: 1.6280487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.892463157039067, tolerance: 1.8939200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.332004297041745, tolerance: 1.78098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.527436570621813, tolerance: 1.9300887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.625181146031567, tolerance: 1.5844887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.555973058814068, tolerance: 1.697275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.972538794225017, tolerance: 1.41709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.667617216256453, tolerance: 2.10708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.918917146160105, tolerance: 1.7419
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.788545759569201, tolerance: 1.8683949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37206561147518, tolerance: 1.7017887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.308368003459897, tolerance: 1.7466387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.92639267233672, tolerance: 2.07068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.16298965280719, tolerance: 1.424075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.218392343620076, tolerance: 2.10869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.983850524517052, tolerance: 2.26178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.459725006688842, tolerance: 1.44478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.200355467704735, tolerance: 1.84748875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.66992862996618, tolerance: 1.8923487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.859706723383002, tolerance: 1.7363887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.55997006425708, tolerance: 1.8598687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.079576807700004, tolerance: 2.19269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.228433822693304, tolerance: 1.741675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.12718911528033, tolerance: 1.8407887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.150483387281168, tolerance: 1.191555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.635468859875587, tolerance: 1.91649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.715298502593896, tolerance: 1.5705887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.502839046672255, tolerance: 1.66958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.900650133104254, tolerance: 2.0608987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.721784586983922, tolerance: 2.43439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.052372920344872, tolerance: 1.6346200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.12840126588563, tolerance: 1.49043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.325657960831478, tolerance: 2.03908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.25575317001943, tolerance: 1.80882
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.807314997516936, tolerance: 2.18531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.902693301914653, tolerance: 2.1598987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.688333932371247, tolerance: 1.9809387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.566901064106503, tolerance: 2.2969549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.052575081823072, tolerance: 1.6733887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.46648065386462, tolerance: 1.7015187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.17872237790367, tolerance: 1.746795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.391684509355144, tolerance: 1.8194387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.68626830912136, tolerance: 2.1853949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.273194661590836, tolerance: 1.4536887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.198644888759013, tolerance: 1.4507800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.475636870509312, tolerance: 1.61533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.73994412648354, tolerance: 1.670075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.892950862816905, tolerance: 1.62481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.82644138280626, tolerance: 1.9731687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.066454156309412, tolerance: 1.7636987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.715704552886624, tolerance: 2.676595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.860153670122045, tolerance: 1.88372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.774682681253147, tolerance: 1.6769949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.370127051246556, tolerance: 2.3380799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.365087142363937, tolerance: 1.4638200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.16976705992927, tolerance: 1.88556875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.201363966408294, tolerance: 2.21468
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.314056138672612, tolerance: 1.7631387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.984868594812294, tolerance: 1.8572887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.0501694092533, tolerance: 2.015195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.588060561693998, tolerance: 1.8586387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.303168472489332, tolerance: 2.0579549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.828802420248024, tolerance: 2.22408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.374051416466287, tolerance: 1.7767387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.889988049362724, tolerance: 2.014395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.43672568284066, tolerance: 1.65011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.68019799228171, tolerance: 1.53918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.319503179075383, tolerance: 1.4643387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.773025869468896, tolerance: 1.96743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.842699413655225, tolerance: 1.7922187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.777441289604266, tolerance: 1.6868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.66061577960517, tolerance: 1.8286887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.92451011559782, tolerance: 2.0099800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.043525062890598, tolerance: 1.8908200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.69225451040434, tolerance: 2.0473387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.253005613982552, tolerance: 1.9234
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.06366285994412, tolerance: 1.8649887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.280709451065027, tolerance: 1.44622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.057350816659508, tolerance: 1.9596887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.738070309829784, tolerance: 2.372275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86782397081394, tolerance: 1.9138387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.008292354066377, tolerance: 2.14071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.55380538117641, tolerance: 1.6722750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.89940930380307, tolerance: 1.59504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.059530423457495, tolerance: 1.8367949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.383253519372147, tolerance: 1.804075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.825497298575232, tolerance: 1.81918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.866522750066704, tolerance: 1.90591875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.330506987082707, tolerance: 1.46824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.917633146596586, tolerance: 1.7235887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.11076079059167, tolerance: 1.5741200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.419446053252578, tolerance: 2.10398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.53442918031701, tolerance: 2.5137799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.068504498403112, tolerance: 1.76791875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.879422282961459, tolerance: 1.7454200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.54194139401137, tolerance: 2.1881987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.145908574000305, tolerance: 1.9408387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.83068303666008, tolerance: 1.9617800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.08300920907871, tolerance: 2.583595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.407996346248314, tolerance: 2.219795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.007997170497973, tolerance: 1.552475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.086747200658262, tolerance: 1.58414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.36679156642055, tolerance: 1.508475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.91503540741433, tolerance: 1.91451875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.158878200196952, tolerance: 1.7557549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.446360160115468, tolerance: 2.0404487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.87293595659932, tolerance: 1.8179550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.13992135260894, tolerance: 1.95321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.346074209136354, tolerance: 1.5267950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.036190987356555, tolerance: 2.13611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.482467985450242, tolerance: 2.0743887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.113544075263786, tolerance: 1.9691487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.229980097827784, tolerance: 2.01238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.26844932576619, tolerance: 2.212195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.27856224755581, tolerance: 2.018755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.121979625928695, tolerance: 1.9708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.248462433818536, tolerance: 1.5567799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.31366306689999, tolerance: 1.96608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.00109126916042, tolerance: 2.00406875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.56499178729838, tolerance: 1.9308200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.151293744482587, tolerance: 1.77223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.719321879533137, tolerance: 1.86089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.459394571319336, tolerance: 1.9621887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.392163122461056, tolerance: 2.26033875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.802886246881805, tolerance: 2.054395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.019630614712998, tolerance: 1.96789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.299197229071982, tolerance: 1.6789887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.589055762999113, tolerance: 1.80801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.025834877279753, tolerance: 2.03071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.23193564121356, tolerance: 1.8171487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.122422995380873, tolerance: 1.664955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.33555279583132, tolerance: 1.57784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.068067609871022, tolerance: 1.9610487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.799623249352706, tolerance: 2.1634987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.903146942046963, tolerance: 2.050395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.387920782442123, tolerance: 1.7711887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.389716471604968, tolerance: 1.97721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.881122260975726, tolerance: 2.13413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.177641849278164, tolerance: 2.0008887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.138143408369235, tolerance: 1.9390887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.205715458233794, tolerance: 1.93114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02523851113957, tolerance: 2.59488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.908765080800475, tolerance: 2.33573875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.494829021382888, tolerance: 1.97144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.912430824236813, tolerance: 1.63411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.975857175546604, tolerance: 2.06703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.60655176362038, tolerance: 2.20852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.32652242675858, tolerance: 1.68379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.010895404127336, tolerance: 1.9900799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.21861648998697, tolerance: 1.7775549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.829512342662515, tolerance: 1.953355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.62710929118636, tolerance: 1.6887887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.975168640066578, tolerance: 2.154755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.980522088324534, tolerance: 1.55234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.53485098814694, tolerance: 2.11592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.98779913103999, tolerance: 1.7481887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.3815932528232, tolerance: 1.7751487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.47666086627528, tolerance: 1.93014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.542453528607119, tolerance: 1.8446200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.091921507569015, tolerance: 1.80399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.991719889910584, tolerance: 2.12548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.310606704595239, tolerance: 2.2929
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.197687192791603, tolerance: 1.81199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.7935488239254, tolerance: 1.8848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.420550533326903, tolerance: 2.1569949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.606187884858866, tolerance: 1.90598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.697193763065304, tolerance: 1.819355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.404567655447728, tolerance: 1.8288887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.886000405505616, tolerance: 2.07569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.979790762041702, tolerance: 1.665355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.431048628529464, tolerance: 2.0085887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.589910679116036, tolerance: 1.7249949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.64127700907335, tolerance: 2.3071949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.223616950374115, tolerance: 1.6835949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.432361917159326, tolerance: 1.78718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.26678532553084, tolerance: 1.8917950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.770871042229395, tolerance: 1.768955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.502658833518593, tolerance: 1.74938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.27928452817386, tolerance: 2.06461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.715953282220312, tolerance: 2.098475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.53686720946839, tolerance: 1.7270887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.695166987676682, tolerance: 1.81421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.277934181465998, tolerance: 1.78098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.095180844092628, tolerance: 1.6472887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.43099501456838, tolerance: 1.8626800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.655505037369636, tolerance: 1.8339687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.786654768225365, tolerance: 1.732795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.8081634219265, tolerance: 1.8465949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.434345599793268, tolerance: 2.296955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.6901339196408, tolerance: 1.9573949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.096519087630181, tolerance: 1.8342487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.875801173764618, tolerance: 2.41879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.119111125145183, tolerance: 1.94259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.534850465434307, tolerance: 2.1213387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.545096654558854, tolerance: 2.197995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.544927665113637, tolerance: 1.9049199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.943371769738185, tolerance: 1.82066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.81654286394985, tolerance: 1.715475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.260464941827816, tolerance: 2.057075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.684756449725857, tolerance: 2.0851949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.167643339355962, tolerance: 1.86631875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.649815667180377, tolerance: 2.062275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.98595586597709, tolerance: 1.91408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.71431410107238, tolerance: 1.65816875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.439678393909638, tolerance: 2.177355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.819507910555714, tolerance: 2.11366875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.575206513627915, tolerance: 1.78974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.765422551439357, tolerance: 2.093875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.00431210145797, tolerance: 1.939955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.2810590886853, tolerance: 1.8171387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.629103266024057, tolerance: 1.8991949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.714206822332535, tolerance: 1.52328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.795532576665316, tolerance: 1.62979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.483878553056444, tolerance: 1.922755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.896928641412835, tolerance: 1.7859949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.235380676342235, tolerance: 1.8155687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.817606296115763, tolerance: 1.7885550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.367378094049975, tolerance: 1.93198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.40481627764686, tolerance: 1.76784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.170655463380916, tolerance: 1.59574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.18007577257662, tolerance: 2.2117887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.450930578407387, tolerance: 2.129555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.597571948066065, tolerance: 1.77719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.99660995805539, tolerance: 1.9588750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.1915517008759, tolerance: 1.6179200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.339152035556953, tolerance: 1.993555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.1947844782618, tolerance: 2.2194799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.19064297262278, tolerance: 2.1642200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.818578529603553, tolerance: 1.8064187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.242179381914003, tolerance: 1.8199687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.87858687981315, tolerance: 2.128955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.117985337181352, tolerance: 1.79813875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.12302057786821, tolerance: 1.76404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.176869065053374, tolerance: 1.66934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.531405814339603, tolerance: 1.9839887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.958028374319628, tolerance: 1.75509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.357782924239764, tolerance: 2.37708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.937253601991532, tolerance: 1.709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.365137921634815, tolerance: 1.59424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.284308593898071, tolerance: 1.54316875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.07969107243168, tolerance: 1.7972750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.189575272744456, tolerance: 2.175795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.25640545607486, tolerance: 1.91001875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.643380701801313, tolerance: 2.019755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.6342515137468, tolerance: 2.2040987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.31685461283534, tolerance: 1.911955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.284157953469403, tolerance: 1.8289887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.260338668794798, tolerance: 1.87384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.147563998566396, tolerance: 1.75781875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.110165208836055, tolerance: 2.00373875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.37992884578792, tolerance: 1.5088387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.57603362602975, tolerance: 1.51603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.71580707698162, tolerance: 1.6922387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.827636314785565, tolerance: 2.14276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.905945339460345, tolerance: 1.7706799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.463706661869274, tolerance: 1.5783950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.063129685831147, tolerance: 2.2667800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.847761810764588, tolerance: 1.8703800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.620397033774797, tolerance: 1.6489
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.53321257456178, tolerance: 1.870475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.502387500457544, tolerance: 1.6915387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.757243095031525, tolerance: 1.486355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.15309713759032, tolerance: 1.71598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.5228564210625, tolerance: 2.01512
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.33490822918776, tolerance: 1.9764000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.933241239426767, tolerance: 1.6967487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.646733716574488, tolerance: 1.8813487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.687122376818525, tolerance: 1.62289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.345061839490455, tolerance: 1.6653200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.915380045162006, tolerance: 1.40946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.720025670355696, tolerance: 1.95644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.866756753737405, tolerance: 1.8980200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.876687482028355, tolerance: 1.75718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.666144830230408, tolerance: 2.0617949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.24515804356713, tolerance: 1.94549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.185476309933266, tolerance: 1.60562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.035915721780041, tolerance: 1.5961
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.216472833931018, tolerance: 2.04062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.667529833727112, tolerance: 1.64428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.421529031160027, tolerance: 1.7724887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.223060047602043, tolerance: 1.75918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.14429830354649, tolerance: 2.13508875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.574542953226114, tolerance: 2.0173949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.807536489344386, tolerance: 2.4273200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.411010370893287, tolerance: 2.2187550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.15565204909172, tolerance: 1.62228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.373941722590498, tolerance: 1.70208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.926577110742997, tolerance: 1.92706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.172752162848926, tolerance: 1.76029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.157508660018152, tolerance: 1.56109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.139365385225895, tolerance: 2.087875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.17032777912927, tolerance: 1.67798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.13115204390947, tolerance: 1.8718387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.861185197742582, tolerance: 1.8616987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.73306831956636, tolerance: 1.6334487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.780867808012818, tolerance: 1.8652987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.751774870767782, tolerance: 1.8416987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.99228825348305, tolerance: 1.44628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.653298146305271, tolerance: 1.44454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.495208178360567, tolerance: 1.4733949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21826759080211, tolerance: 1.96808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.699093192619205, tolerance: 1.9186387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.773252559549107, tolerance: 1.748275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.838307748952959, tolerance: 1.76849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.024301245697599, tolerance: 1.6729387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.68825629640391, tolerance: 2.04919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.105474069337422, tolerance: 1.66956875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.50159962653872, tolerance: 1.4302799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.085702297500344, tolerance: 1.9495487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.769294615028986, tolerance: 1.73848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.792971317395303, tolerance: 1.7868887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.35379812034123, tolerance: 1.80073875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.96949906205618, tolerance: 1.8595550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.468238051097813, tolerance: 1.75498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.024226239009288, tolerance: 1.75648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.484413122333127, tolerance: 1.7746187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.629823271392187, tolerance: 2.26319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.498417259573323, tolerance: 2.0068200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.98755621786223, tolerance: 1.745955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.435754019024216, tolerance: 1.82892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.074255604385904, tolerance: 2.03988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.248036712560634, tolerance: 2.000355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.441662124177245, tolerance: 2.1689987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.231942034918841, tolerance: 1.4547200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.753615528896237, tolerance: 1.50114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.26819090174389, tolerance: 1.9518987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.232795214105476, tolerance: 1.76459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.29462253445485, tolerance: 1.7834687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.431413454646247, tolerance: 2.0353887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.13835682907233, tolerance: 1.958155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.58934034540598, tolerance: 1.8355000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.802904018866503, tolerance: 1.70934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.39042177028799, tolerance: 1.68533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.61270210711243, tolerance: 1.8280687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.528340179179345, tolerance: 1.4925799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.798085302717844, tolerance: 1.55238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.832453190752556, tolerance: 1.7491550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.06117611957746, tolerance: 2.01328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.614117365641768, tolerance: 1.8742987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.537629636017982, tolerance: 1.5525387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.624943945714797, tolerance: 2.2373000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.090610049659176, tolerance: 2.2784987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.719061503895, tolerance: 1.9857949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.388764355723804, tolerance: 2.32859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.578140449723076, tolerance: 1.7973549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.668463203184611, tolerance: 1.60113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.012002121008337, tolerance: 1.9100487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.130031099826834, tolerance: 2.171595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.15871551776318, tolerance: 2.155075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.96614601415205, tolerance: 1.6035949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.879543810499932, tolerance: 2.4323187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.79592704734856, tolerance: 1.7269487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.745024488402803, tolerance: 1.376555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.01262333905028, tolerance: 1.64378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.645306099402664, tolerance: 2.0872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.730048831493235, tolerance: 1.8153949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.355441501554864, tolerance: 1.9220487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.602781953645337, tolerance: 2.1175200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.3318356500055, tolerance: 1.63691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.866357902956807, tolerance: 1.9536987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.903492272252176, tolerance: 1.9786000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.442930039659934, tolerance: 1.8582387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.82013580744589, tolerance: 1.4765949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.584924719374712, tolerance: 1.6783000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.264757728906787, tolerance: 1.934555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.79510174089846, tolerance: 1.2981387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.087555458253657, tolerance: 1.58958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.28923135847081, tolerance: 1.6192487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40196539101121, tolerance: 1.7902887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.26094254243447, tolerance: 1.4638799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.64752599731458, tolerance: 1.636755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.014486475075543, tolerance: 1.757555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.5131083203083, tolerance: 2.1365550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.178940061105422, tolerance: 1.79581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.925840187019887, tolerance: 2.1154200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.750108426937498, tolerance: 1.5389387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.18551049593002, tolerance: 1.7686387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.28485036257472, tolerance: 1.8055949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.72929670355319, tolerance: 1.6930387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.57996995938254, tolerance: 1.882355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.753423120155933, tolerance: 1.76129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.31713497660223, tolerance: 1.97379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.929164149459089, tolerance: 1.5539687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.349150501827687, tolerance: 1.8572187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.631177775751816, tolerance: 1.979475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.306130930749436, tolerance: 1.625355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.15364609895395, tolerance: 1.9653887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.125404934168333, tolerance: 2.0903487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.64795543266839, tolerance: 1.752955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.499979500842894, tolerance: 1.8040387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.783743713525366, tolerance: 1.7632750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.450217670724044, tolerance: 1.7511
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.249726097703029, tolerance: 1.71098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.069320685121854, tolerance: 1.51948875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.330815437585485, tolerance: 1.9871487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.962960915986155, tolerance: 1.521355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.1699698749918, tolerance: 2.385475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.410918550980103, tolerance: 1.3270487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.52176449583757, tolerance: 1.7175887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46256626363948, tolerance: 1.97924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.99620274954044, tolerance: 1.9125387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.920263386012644, tolerance: 1.5134
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.427388547195202, tolerance: 1.7069387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.778139721216256, tolerance: 1.9971987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.975692318245542, tolerance: 1.8373387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.450995633824498, tolerance: 1.6613200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.752433380814788, tolerance: 1.6402750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.975637251703002, tolerance: 2.00583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.92059118467056, tolerance: 1.97428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.626236368711158, tolerance: 2.22678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.516050910612016, tolerance: 1.8651387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.255013106984993, tolerance: 1.9676200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.584309829405512, tolerance: 1.7570687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.67551038592024, tolerance: 1.8909949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.724733747386857, tolerance: 1.8935487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.722269485998826, tolerance: 1.89658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40133753009258, tolerance: 1.73951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.735535287609704, tolerance: 2.11496875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.58667366624509, tolerance: 1.69139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.792538036824542, tolerance: 1.56531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.107603348768244, tolerance: 2.1265887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.075681825631175, tolerance: 1.8150887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.601558627370817, tolerance: 1.5782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.98323711621748, tolerance: 1.9032187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.632224402949223, tolerance: 1.6217987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.02217955701221, tolerance: 1.9560187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.09378565082608, tolerance: 1.358475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.14661522992779, tolerance: 1.756355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.45088978629063, tolerance: 1.9888200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.697361692222316, tolerance: 2.2184
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.98310563388173, tolerance: 1.7451987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.254345020685733, tolerance: 1.77024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.73676988592373, tolerance: 1.7807387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.863404925831496, tolerance: 1.6379887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.531566769733335, tolerance: 1.7568387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.77338340366228, tolerance: 1.6221200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.876163932873023, tolerance: 1.90953875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.694881757779733, tolerance: 2.0189800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.254115319299522, tolerance: 1.48908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.622678716089474, tolerance: 1.77118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.974972290223715, tolerance: 1.62328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.26009115029711, tolerance: 1.6845387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.400360996217138, tolerance: 1.8500987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.741560441484392, tolerance: 2.091075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.79903047353348, tolerance: 1.83059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.828756010314294, tolerance: 1.6946750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.60730380593008, tolerance: 2.19531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.201310423743635, tolerance: 1.518555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.897162020487826, tolerance: 1.7905887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.925330907261575, tolerance: 1.6928200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.245241512152496, tolerance: 2.18456875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.381082828515044, tolerance: 1.7846487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.089252166347144, tolerance: 1.9547887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.349524855887479, tolerance: 1.7269
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.11719932529413, tolerance: 1.633395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.562099366262284, tolerance: 2.33634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.80500274882921, tolerance: 1.78653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.098479959824136, tolerance: 1.832155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.085009200569395, tolerance: 1.65044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.060702988339852, tolerance: 1.9096987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.437187158223498, tolerance: 2.04809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.128239098045416, tolerance: 1.64654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.404185083520396, tolerance: 1.9183200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.658020764112464, tolerance: 1.8508387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.537409098236832, tolerance: 1.66829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.180221466781095, tolerance: 1.77748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.373330053741125, tolerance: 2.07302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.855657397069105, tolerance: 2.048995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.521572396457072, tolerance: 1.5444187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.497668862183016, tolerance: 1.8701200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.601074690497251, tolerance: 1.5373887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.04525351492567, tolerance: 1.68316875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.222627411389583, tolerance: 1.68818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.57475911143845, tolerance: 1.921355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.058325276445306, tolerance: 1.518955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.99008766136902, tolerance: 2.00754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.26506620979488, tolerance: 1.8329550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.023627646144586, tolerance: 1.65303875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.847118641563005, tolerance: 1.5131000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.590157691808386, tolerance: 1.45439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.066041549511986, tolerance: 1.27108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.009469924909016, tolerance: 1.52401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.294826879670739, tolerance: 1.8922200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.260878448781327, tolerance: 1.802995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.970092629352639, tolerance: 1.7425550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.452092718791452, tolerance: 1.48389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.789470533565051, tolerance: 1.9331800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.472990873482626, tolerance: 1.6184487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.949363668774808, tolerance: 1.7068799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.972961582181012, tolerance: 1.5073200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.301251288746194, tolerance: 2.30682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.9809149037978475, tolerance: 1.76599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.574164051970133, tolerance: 1.67429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.496476936973904, tolerance: 1.6766687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.411723975289814, tolerance: 2.3337000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.060747207729023, tolerance: 2.14296875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.383947289170589, tolerance: 1.4994387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.704804650445961, tolerance: 1.618595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.58928565769689, tolerance: 1.58779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.441846821766804, tolerance: 1.97451875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.254467005695226, tolerance: 1.6523887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.004167998756675, tolerance: 1.8411187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.230158635862136, tolerance: 1.6557387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.949452979178439, tolerance: 2.13228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.997105297767328, tolerance: 2.1571387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.721697869826723, tolerance: 1.47534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.620655358298695, tolerance: 1.48214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.831716036905968, tolerance: 1.5741200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.842625996913036, tolerance: 1.8168487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.63899997671819, tolerance: 1.64608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.224138535132784, tolerance: 1.47239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.650271494174667, tolerance: 1.591755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.205702182630134, tolerance: 2.074995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.39584252543073, tolerance: 1.49109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.74919524695694, tolerance: 1.8555549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.589591844163857, tolerance: 1.69878875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.073837849206406, tolerance: 1.7353950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.39876746463748, tolerance: 1.65908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.356417151856956, tolerance: 1.74704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.303427748118906, tolerance: 1.6543550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.50171665883044, tolerance: 1.976155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.513082879119152, tolerance: 1.53058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.972206568019484, tolerance: 1.921995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.216450476619258, tolerance: 1.83128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.544300423746561, tolerance: 1.7501
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.727520077245849, tolerance: 1.990395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.234654137507263, tolerance: 1.7119
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.786516795825541, tolerance: 1.7395387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.359027476949082, tolerance: 2.07549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.0020378218753, tolerance: 1.5400200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.36730491504619, tolerance: 1.7479487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.353144540650007, tolerance: 1.846155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.681413261516555, tolerance: 1.7923200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.534216632755287, tolerance: 1.8283487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.162474371600911, tolerance: 1.3541550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.90527236018823, tolerance: 2.08858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.424114397622523, tolerance: 1.411355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.41487418318549, tolerance: 2.1664799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.144967948415701, tolerance: 1.6708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.88926176316038, tolerance: 1.56758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.276394619873631, tolerance: 1.62398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.01248222252146, tolerance: 1.63209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.818633663238854, tolerance: 1.4356887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.830271620234353, tolerance: 2.2522200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.794869893302607, tolerance: 1.7817949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.657792717931784, tolerance: 2.09692
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.280113050540564, tolerance: 1.547995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.240740710900837, tolerance: 1.7541887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.803971345836922, tolerance: 1.170555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.211275408209168, tolerance: 1.484195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.37568986338559, tolerance: 1.52413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.080802255918409, tolerance: 1.58349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.15367127071098, tolerance: 2.1341200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.83852278894084, tolerance: 1.8553887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.728207978678196, tolerance: 1.426595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.055938739056176, tolerance: 1.39438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.557013934983669, tolerance: 1.7004200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.204498755604003, tolerance: 2.0855
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.508957477327215, tolerance: 1.75638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.96958500890258, tolerance: 1.37562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.52002948779014, tolerance: 1.60308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.870015521463483, tolerance: 1.9247950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.72218555077234, tolerance: 1.68816875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.925560261961172, tolerance: 1.91219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.673145407129645, tolerance: 2.02002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.89230638481691, tolerance: 1.61761875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.13819793490626, tolerance: 1.15441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.324835520844104, tolerance: 2.2085387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.576198941971453, tolerance: 1.50924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.172903633632567, tolerance: 1.45888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.8848421096912, tolerance: 1.8853887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.29942627509937, tolerance: 1.8540887499999998
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.00811896708251, tolerance: 1.7233949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.98303333345149, tolerance: 1.64542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.218965268875138, tolerance: 1.52863875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.366279613398454, tolerance: 1.9337487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.104191682789875, tolerance: 2.0125687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.070144139331298, tolerance: 1.91684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.634704197639465, tolerance: 1.982275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.634746466186243, tolerance: 1.52868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.895707896536287, tolerance: 1.64281875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.173490429284783, tolerance: 1.6138750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.5700596959032, tolerance: 1.27764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.40834010976141, tolerance: 1.7452687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.206118854280653, tolerance: 1.6837949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.61917279765311, tolerance: 2.06458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.26799556637734, tolerance: 2.0096000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.9583486346083, tolerance: 1.9220487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.118871584847092, tolerance: 1.8427950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.029623299185268, tolerance: 1.905955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.62871937902775, tolerance: 2.0008487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.67942222304929, tolerance: 1.9198487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.022833494176886, tolerance: 1.65668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.23462018894621, tolerance: 1.9814887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.840940176693827, tolerance: 2.27309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.867213866601865, tolerance: 1.8896387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.3175689783557, tolerance: 1.9052987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.56004856342496, tolerance: 1.9638887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.177835765917564, tolerance: 2.18496875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.778282282319026, tolerance: 1.8871549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.852939173153345, tolerance: 2.0857949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.260980534326784, tolerance: 1.62744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.913529230336245, tolerance: 1.69858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.2995917373877, tolerance: 1.9275949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.688844335106303, tolerance: 1.7252387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.959587624498653, tolerance: 1.7729987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.427172609434088, tolerance: 2.0073487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.437930506240008, tolerance: 1.2877687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.68528293377807, tolerance: 2.1150687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.98216343958549, tolerance: 2.13888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.038359694174623, tolerance: 1.251795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.645818103049574, tolerance: 1.6820487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.02811605364838, tolerance: 2.01869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.48239219866032, tolerance: 1.62986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.496910886757334, tolerance: 1.8498887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.837698229051753, tolerance: 1.7943187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.51393383391914, tolerance: 1.9727549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.021225783778135, tolerance: 1.8714000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.098907837981976, tolerance: 1.9175887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.95002944327387, tolerance: 2.01803875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.397608918462794, tolerance: 2.1190200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.693352902360672, tolerance: 1.389395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.254953411839505, tolerance: 1.81409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.17895423609919, tolerance: 1.8451950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.953908908979592, tolerance: 1.395755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.634595224357966, tolerance: 1.6132987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.117267213600385, tolerance: 2.2585987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.98498063588449, tolerance: 2.11671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.670036088009827, tolerance: 1.9915387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.81702029453836, tolerance: 1.42509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.748397832962098, tolerance: 2.110875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.742035341222476, tolerance: 1.7775987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.55533973728284, tolerance: 1.76694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.11454944555442, tolerance: 2.21801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.222639241081723, tolerance: 1.578555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.23155742819665, tolerance: 1.7699950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.56107786629266, tolerance: 2.0966750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.403484443446416, tolerance: 1.6885387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.553435679287105, tolerance: 1.77148875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.31399668363102, tolerance: 1.7949887500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.857145289459865, tolerance: 1.647955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.82584829986493, tolerance: 1.7733387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.104242261942485, tolerance: 1.576995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.36994819585405, tolerance: 1.35778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.33961979520354, tolerance: 2.2192387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.490552422435243, tolerance: 1.79056875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.508750754934674, tolerance: 2.0519387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.459194745130276, tolerance: 2.031275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.51573267804006, tolerance: 2.011595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.688744828095263, tolerance: 1.4397950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.997031570878445, tolerance: 1.312155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.432910566859633, tolerance: 1.8767949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.390609969923137, tolerance: 1.9542387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.809486861143402, tolerance: 1.4019949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.717814439580508, tolerance: 1.30246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.87092535736403, tolerance: 2.20831875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.76282527360249, tolerance: 1.72934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.37803048689564, tolerance: 2.2872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.57205939208566, tolerance: 1.67549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.36561207812378, tolerance: 1.58611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.860020599911955, tolerance: 1.86194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.952212336732003, tolerance: 1.7613887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.760813120549756, tolerance: 1.5035887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.30187400306513, tolerance: 1.5042987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.0387120504338, tolerance: 1.9901887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.80745827032772, tolerance: 1.8485
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.541196107869574, tolerance: 1.978955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.719473393130567, tolerance: 1.89176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20323036923152, tolerance: 1.88308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.923974615526134, tolerance: 2.44528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.747080664915043, tolerance: 2.045875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.62740795550911, tolerance: 2.24249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.19536646434782, tolerance: 1.74768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.959555350843416, tolerance: 1.60948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6432172757861, tolerance: 1.92509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.113244018840376, tolerance: 2.252355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.497149018398304, tolerance: 2.09758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.854889285704324, tolerance: 1.82731875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.311700327846854, tolerance: 1.4059549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.143106126667494, tolerance: 1.74376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.309695477131065, tolerance: 2.2883387500000008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.431695675792213, tolerance: 1.99131875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.16024222127666, tolerance: 1.82401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.103267528734996, tolerance: 1.40334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.03387439243189, tolerance: 2.038395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.20326547378853, tolerance: 1.796275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.869675532010326, tolerance: 2.0499549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.018835298896978, tolerance: 1.6576000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.1903937193634, tolerance: 1.36918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.59517644898442, tolerance: 1.7620200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.941568273606713, tolerance: 1.70438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.359655864231605, tolerance: 1.514355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.17526815283312, tolerance: 1.8623549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.015430202977946, tolerance: 1.543955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.50222672613563, tolerance: 1.9674
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.96903660474301, tolerance: 1.660875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.344423251135066, tolerance: 1.3183949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.688873614062285, tolerance: 1.67133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.902968281267498, tolerance: 2.02888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.79667005123516, tolerance: 1.9333949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.353777202967166, tolerance: 1.8961487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.92257373100579, tolerance: 1.86522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.486426004417616, tolerance: 2.275995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.88449251781352, tolerance: 1.54904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.945634048894878, tolerance: 1.38801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.29788716750862, tolerance: 1.9525549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.783483554022816, tolerance: 1.5153887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.19668900572185, tolerance: 1.64061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.1361313100166, tolerance: 1.69408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.12395597196385, tolerance: 2.0743387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.86355908427975, tolerance: 1.89059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.97669997688465, tolerance: 1.75151875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.096297979458114, tolerance: 2.12769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.443404871394513, tolerance: 1.45009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.28944582393367, tolerance: 1.8747949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.86497218513763, tolerance: 1.70036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.153149664541893, tolerance: 1.52399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.514777198013054, tolerance: 1.63989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.8484626178396, tolerance: 1.7004750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.785031089339423, tolerance: 1.55048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.66837160749506, tolerance: 1.76698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.2049205958209, tolerance: 1.94974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.95867648642672, tolerance: 1.4444750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.455984398426853, tolerance: 1.5598799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.640534788549807, tolerance: 1.63782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.134219757266493, tolerance: 2.292555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.059423348746805, tolerance: 1.8288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.081233962822974, tolerance: 1.338195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.844263315238683, tolerance: 1.31016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.340390802879103, tolerance: 1.56288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.40341194989087, tolerance: 2.083395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.037109842616005, tolerance: 1.9753550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.496108348804402, tolerance: 1.8394750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.859988917988346, tolerance: 1.901155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.411070254576487, tolerance: 1.5979387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.399225017654942, tolerance: 1.53512
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.258507951591973, tolerance: 1.8478487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.872848719180855, tolerance: 1.7215949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.43462378980605, tolerance: 2.0878987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.91338952395307, tolerance: 1.3992987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.60755247298715, tolerance: 1.6026
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.108942590225325, tolerance: 2.16428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.78714217889407, tolerance: 1.5619550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.73939461645379, tolerance: 2.55858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.173230706951717, tolerance: 1.746555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.522402047015234, tolerance: 1.4026987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.70941523318909, tolerance: 1.83478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.059017709521065, tolerance: 2.1269487499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.72857869913183, tolerance: 1.664075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.31787649553806, tolerance: 1.5626200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.796524028107825, tolerance: 2.19959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.890685794906332, tolerance: 1.541075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.7908849877859, tolerance: 1.797155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.6804843948113, tolerance: 1.97986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.05432869381131, tolerance: 1.7624187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.706648350197003, tolerance: 1.7623887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.263525067225146, tolerance: 1.8239987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.48635513798676, tolerance: 1.84348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.492365901051144, tolerance: 1.7807949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.34793002425687, tolerance: 1.79578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.70824179110469, tolerance: 1.4566687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.23186692601958, tolerance: 1.8572887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.856608924690967, tolerance: 2.0973987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.372406079841024, tolerance: 1.8468187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.27182129683319, tolerance: 1.59716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.159512864551566, tolerance: 2.1812487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.54266357702197, tolerance: 2.2121199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.949073279172698, tolerance: 1.809075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.33180514395447, tolerance: 2.15688875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.33175363128287, tolerance: 1.9793200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.71947383482194, tolerance: 1.7523987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.401627379850876, tolerance: 1.6912800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.750074468874768, tolerance: 1.27008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.68927348402042, tolerance: 1.657875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.63038474089764, tolerance: 1.690155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.26386294964267, tolerance: 1.8737000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.537356369747757, tolerance: 1.55384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.833493224837973, tolerance: 1.8024887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.187692472408116, tolerance: 1.48638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.90767714102056, tolerance: 1.8145887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.263763600781715, tolerance: 2.20232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.778706862405524, tolerance: 1.89218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.026005256445387, tolerance: 1.5551949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.760191979887423, tolerance: 2.040955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.712519288322667, tolerance: 1.4688200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.58423321107565, tolerance: 1.55922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.073293703548167, tolerance: 1.44409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.78999584222742, tolerance: 1.6333550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.07084655951711, tolerance: 1.84486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.523314239431542, tolerance: 2.1643550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.013983085096154, tolerance: 1.81226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.726420932959584, tolerance: 1.54749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.679381163133552, tolerance: 1.71864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.560633556709668, tolerance: 1.9352887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.846386591419396, tolerance: 1.8361199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.369815366094164, tolerance: 1.6677187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.637943648384685, tolerance: 1.9181199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.860068226019663, tolerance: 1.64418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.170549729807803, tolerance: 1.59649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.668168435123867, tolerance: 1.8259200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.80561644100608, tolerance: 1.49134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.172022780690355, tolerance: 1.5543487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.067359796975722, tolerance: 1.746555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.352863738174044, tolerance: 2.03421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.3062271474231, tolerance: 1.6321550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.293904362039008, tolerance: 1.67523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.758689860169579, tolerance: 1.59879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.073954206960845, tolerance: 1.823355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.12611728632907, tolerance: 1.8845487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.655654720928858, tolerance: 1.9607887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.864434630756183, tolerance: 2.0465487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.653268843553953, tolerance: 1.86164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.921003703540883, tolerance: 1.243795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.801614329763247, tolerance: 1.8779949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.827661432231167, tolerance: 1.83124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.802527888270074, tolerance: 2.223595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.33884223881847, tolerance: 1.9593550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.056450337440708, tolerance: 2.02792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.18361658932421, tolerance: 1.99928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.705584998733663, tolerance: 1.5046387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.44973881758289, tolerance: 1.73864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.328649175255673, tolerance: 2.1788487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.909834738806886, tolerance: 1.8512487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.676227637480645, tolerance: 1.66984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75879240420349, tolerance: 1.5918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.55012479211213, tolerance: 1.5562887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.504843337164587, tolerance: 1.69698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21114361646611, tolerance: 1.8116387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.84912389970594, tolerance: 1.6645387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.62532083442401, tolerance: 1.57903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.413724191142872, tolerance: 1.3314987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.018762126260416, tolerance: 1.42109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.19766913239059, tolerance: 2.0335887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.55587850549313, tolerance: 1.769355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.515944925329133, tolerance: 1.90366875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.597645253061742, tolerance: 1.6578987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.310187238457294, tolerance: 1.6242200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.901918383080663, tolerance: 1.5983950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.389173465267973, tolerance: 1.40458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.023898531657693, tolerance: 1.79899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.567630598993006, tolerance: 1.8574487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.127331824807218, tolerance: 1.460275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.45926418087309, tolerance: 1.9105887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.86630001947932, tolerance: 1.8339987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.479486223518908, tolerance: 1.5421387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.60334465740481, tolerance: 1.59566875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.37019753917646, tolerance: 1.7371549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.102461968032486, tolerance: 1.40501875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.010658470728536, tolerance: 1.8454387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.150158439696042, tolerance: 1.45239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.503317642835665, tolerance: 1.70026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.86044296161518, tolerance: 2.29706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.17824493519924, tolerance: 1.9476987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.90528794447351, tolerance: 1.85054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.566847251351714, tolerance: 1.672155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.29804191939148, tolerance: 1.492395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.169890444403407, tolerance: 1.7555949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.52629441041069, tolerance: 1.9685387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.74082498018959, tolerance: 2.1800987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.44791378839429, tolerance: 1.477875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.89651215219946, tolerance: 1.8923887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.153287722537915, tolerance: 2.05708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.741104036998387, tolerance: 1.53538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.31908789680098, tolerance: 1.28538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.994408481732545, tolerance: 1.6496187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.95135655104359, tolerance: 1.4557187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.82115000857791, tolerance: 1.66479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.473648648261566, tolerance: 1.768155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.57215950164374, tolerance: 2.0050987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.170401032276054, tolerance: 1.7465887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.93123038498479, tolerance: 2.216595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.563418764557163, tolerance: 1.7165487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9712419033119, tolerance: 2.12226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.613954079180104, tolerance: 1.7328687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.643525541096135, tolerance: 1.99594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.39660356557405, tolerance: 1.8490887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.552643159527332, tolerance: 1.7565887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.979283121547212, tolerance: 2.0366887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.477493648510524, tolerance: 1.8762987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.89119719692329, tolerance: 2.14748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.703585380587974, tolerance: 1.82692
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.04859982618884, tolerance: 2.221195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.72269759319291, tolerance: 1.58298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.14481460400119, tolerance: 1.82404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.833553130112094, tolerance: 2.01899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.720128992975695, tolerance: 1.80918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.98047707507337, tolerance: 1.965755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.742392346093471, tolerance: 1.68648875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.148927278834705, tolerance: 1.82253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.88110826273028, tolerance: 1.54561875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.957151989326043, tolerance: 2.0165200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.50021331394214, tolerance: 2.0257
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.556191731394556, tolerance: 1.65879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.717157433451517, tolerance: 1.7922487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.816162568004096, tolerance: 1.80258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.76314877815355, tolerance: 1.41829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.70199238240558, tolerance: 1.59716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.474318690334744, tolerance: 1.8667487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.832052751309007, tolerance: 1.91409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.030571311559385, tolerance: 1.6346687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.041502043366208, tolerance: 1.87568875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.994664054961474, tolerance: 1.653075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.641261370799015, tolerance: 1.89762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.17109103736194, tolerance: 2.039795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.32164048096334, tolerance: 2.0015487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.57782751424088, tolerance: 2.214355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.9873262481337, tolerance: 1.7626487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.100435772542536, tolerance: 1.994475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.381766646161953, tolerance: 1.7927949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.650276035832615, tolerance: 1.76619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.87694325721675, tolerance: 2.23874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.44774273091616, tolerance: 1.7259
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.956241359915062, tolerance: 1.66284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.961789992694715, tolerance: 2.08588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.426484540541566, tolerance: 2.191075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73277068916078, tolerance: 1.8014750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.752699391057444, tolerance: 1.932155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.76372330978988, tolerance: 2.0805200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.321235341573209, tolerance: 1.675755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.732845574690234, tolerance: 2.13741875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.13006215884772, tolerance: 1.35843875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.680971219490207, tolerance: 2.2533987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.535417400374573, tolerance: 1.7567949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.92695975312823, tolerance: 1.8578200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.732196519889964, tolerance: 1.73148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.45187984692073, tolerance: 2.2075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.50374910092733, tolerance: 2.20673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.487543310674482, tolerance: 1.9904987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.258507859737792, tolerance: 1.663275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.57403739855988, tolerance: 1.9522487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.971892622676013, tolerance: 1.7180187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.78218991851745, tolerance: 1.921955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.70019740584166, tolerance: 2.1051487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.264827063375048, tolerance: 2.07068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.40013488381332, tolerance: 2.54233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.682688210782842, tolerance: 1.76996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.163861673797484, tolerance: 1.83903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.969540910807222, tolerance: 2.1066387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.445992268008824, tolerance: 2.16864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.420094458190093, tolerance: 1.793155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.803635286704505, tolerance: 2.2351487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.811602034042867, tolerance: 1.559955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.02270677539221, tolerance: 2.30414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.922393288566873, tolerance: 1.80459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.008980417556366, tolerance: 1.93133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.067037782167645, tolerance: 1.7310799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.526411082888284, tolerance: 1.96128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.126317652273382, tolerance: 2.17741875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.619184731153887, tolerance: 2.0296487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.6245683246138, tolerance: 1.960275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.435988659511185, tolerance: 1.9614200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.65612606003804, tolerance: 1.61254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.40767766878671, tolerance: 2.095275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.017181258111671, tolerance: 1.8787949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.641275555631967, tolerance: 2.3550750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.144524814242445, tolerance: 2.1195487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41467744016374, tolerance: 2.061155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.296770949918194, tolerance: 1.9006750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.419194796470563, tolerance: 1.50094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.478074225582379, tolerance: 1.592795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.734755209175002, tolerance: 1.434955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.503246903620614, tolerance: 2.15869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.34440499759578, tolerance: 1.91353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.009294628682193, tolerance: 1.6538487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.216039434543937, tolerance: 1.806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.062604193864534, tolerance: 1.7065687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.63592777224864, tolerance: 2.37318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.6761249070492, tolerance: 1.83169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.977590217599573, tolerance: 1.70806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.865835387051012, tolerance: 1.9187949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.70474949523931, tolerance: 1.7997949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.31989056056028, tolerance: 1.5123987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.251711344870756, tolerance: 1.32063875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.679177006910674, tolerance: 1.7235487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38731456908718, tolerance: 1.45553875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.161601337082383, tolerance: 1.807355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.514068128872466, tolerance: 1.4827000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.241440912637465, tolerance: 1.5603949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.550292704559492, tolerance: 1.9423200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.099628621166502, tolerance: 1.5217687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.440134404237483, tolerance: 1.669355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.77194244128211, tolerance: 1.01308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.038307212477125, tolerance: 1.9954200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.87152994639932, tolerance: 1.46318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52796038366171, tolerance: 1.961275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.73891901838364, tolerance: 1.25034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.328865066086024, tolerance: 2.04058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.648118766427352, tolerance: 1.22099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.49086667876281, tolerance: 1.7853949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.169586242827958, tolerance: 1.8695487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.764883189671373, tolerance: 2.39208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.1276109509203, tolerance: 1.9250887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.87717081288237, tolerance: 1.8378387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.923337840060402, tolerance: 1.6426887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.070453617555273, tolerance: 1.422355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.498963511667245, tolerance: 2.3179549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.748455645244594, tolerance: 1.9757949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.408994075320138, tolerance: 1.29498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.828827894204455, tolerance: 1.664955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.962378108326956, tolerance: 2.05464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.395218390036163, tolerance: 1.86552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.924151053005373, tolerance: 1.5920487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.15538530269057, tolerance: 1.6995949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.51887731239811, tolerance: 1.391555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.161361494438175, tolerance: 1.41478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.50646667947435, tolerance: 1.424275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.50566195829674, tolerance: 1.8390799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.82286440974618, tolerance: 1.876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.95970136873526, tolerance: 1.7394887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.42077679813129, tolerance: 1.975555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80404752153383, tolerance: 1.94278875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.64637815607027, tolerance: 1.7228750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.463113710928965, tolerance: 1.7472200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.28955026783771, tolerance: 1.732555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.477725863896664, tolerance: 1.803755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.186614919793378, tolerance: 1.7277949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.451464499511246, tolerance: 1.15096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.283500196843434, tolerance: 1.79379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.681491288673975, tolerance: 1.97416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.53804082858729, tolerance: 1.9404887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.481159310203665, tolerance: 1.3308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.277231695543804, tolerance: 1.7365987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.01311829169039, tolerance: 1.5781200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.605635293548463, tolerance: 1.5855387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.263967285743027, tolerance: 1.56504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.598952903245433, tolerance: 1.7091887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.187624367845384, tolerance: 1.7488687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.89307189220528, tolerance: 2.0477487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.594615850505686, tolerance: 1.85349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.923156333562304, tolerance: 1.888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.188636092492633, tolerance: 1.7909887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.8840514666584, tolerance: 1.7298200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.222848350564487, tolerance: 1.7589687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.75465712737997, tolerance: 1.64491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.977738750580286, tolerance: 2.4790200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.97090491565187, tolerance: 1.69898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.082146844096624, tolerance: 1.94428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.048002604434764, tolerance: 2.02364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.645684384215635, tolerance: 1.52788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.544157326362345, tolerance: 1.3773549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.566079578557419, tolerance: 1.65684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.734916541688452, tolerance: 1.717475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.938431254031432, tolerance: 2.17141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.768149371792532, tolerance: 1.66461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.23783534359711, tolerance: 1.38578875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.079539221362918, tolerance: 1.88588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.223401225588752, tolerance: 1.72074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.740725932470443, tolerance: 1.8523387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.3996154850415, tolerance: 1.66251875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.30653680818851, tolerance: 1.8619887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.148801882102877, tolerance: 2.43733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.702904550565194, tolerance: 2.082675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.755441055507376, tolerance: 1.7148387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.90072142030075, tolerance: 1.8637887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.808327182037985, tolerance: 1.7003487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.839369220649523, tolerance: 1.15804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.00275268746092, tolerance: 1.590755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.50109296116588, tolerance: 1.863
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.276566488456282, tolerance: 1.52558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.57215739134515, tolerance: 1.99278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.190136987989657, tolerance: 2.2728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.49630299454812, tolerance: 2.010275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.833397628889221, tolerance: 1.10324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.48011774864729, tolerance: 2.1683549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.945872234394404, tolerance: 1.67811875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.46356061369041, tolerance: 2.0425549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.970060500400002, tolerance: 1.8596487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.217831261804243, tolerance: 2.19413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.070945297705187, tolerance: 1.4989550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.698287468244338, tolerance: 1.68059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.520261772654454, tolerance: 1.92126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.110024172597157, tolerance: 1.89919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.762221247752613, tolerance: 1.42168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.307427216947067, tolerance: 1.1896987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.808777384449343, tolerance: 1.84076875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.135751844059843, tolerance: 1.57798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.751385422542532, tolerance: 1.9725387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.213218892344415, tolerance: 1.7649949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.425365978828165, tolerance: 1.5130200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.44042968409237, tolerance: 1.54074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.3267779941591, tolerance: 1.6582200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.876805606810247, tolerance: 1.9220750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.83862151936402, tolerance: 2.40036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.05044465291516, tolerance: 1.7656200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.594771210911016, tolerance: 1.65562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.526331546891853, tolerance: 1.48721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.40232572507923, tolerance: 1.9569949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.568990968573782, tolerance: 2.05828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.07848104000323, tolerance: 1.44203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.49284132573502, tolerance: 1.66588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.780352874809218, tolerance: 2.04089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.316276847859214, tolerance: 1.72479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.868149144009745, tolerance: 1.8707550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.19113890403524, tolerance: 1.4643387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.014892250800735, tolerance: 1.6053387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.872447467419963, tolerance: 1.49246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.758765361594378, tolerance: 1.60756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.166869587985808, tolerance: 2.2547987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.666378441790375, tolerance: 1.330755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.524875416344866, tolerance: 2.1861987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.862478794355853, tolerance: 2.09742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.011513169033325, tolerance: 2.00273875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.193168147120938, tolerance: 1.98249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.774086717084355, tolerance: 2.0423199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.986675917934075, tolerance: 1.8724987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.526206228705426, tolerance: 1.567955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.885399755160762, tolerance: 1.10379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.67343168061196, tolerance: 1.8500987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.004715921881708, tolerance: 1.8807887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.167010868729994, tolerance: 1.349475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.618518248579718, tolerance: 1.6540750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.20738047949046, tolerance: 1.55418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.78844278121077, tolerance: 1.8261949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.919408075011141, tolerance: 1.53209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.018249083844132, tolerance: 1.6465687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.118503191039363, tolerance: 1.7250200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.303009626089814, tolerance: 1.43859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.80122495138044, tolerance: 1.72648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.577229181256968, tolerance: 1.8527200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.618892857831977, tolerance: 1.61679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.611982245058185, tolerance: 1.3434000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.297937454059007, tolerance: 1.8971887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.581876093994936, tolerance: 2.2942750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.080529083460647, tolerance: 1.73
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.403611735772223, tolerance: 1.4930750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.11135768919564, tolerance: 1.84056875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05827079415125, tolerance: 1.51701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.90277807015492, tolerance: 1.6062750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.366093545107184, tolerance: 1.5357987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.141864837225546, tolerance: 1.53256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.61192337759831, tolerance: 1.5907200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.131804362549513, tolerance: 1.60028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.053990433358543, tolerance: 1.6378987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.319430895950624, tolerance: 2.20008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.708422318724814, tolerance: 1.8074750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.44583423526847, tolerance: 1.63736875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.8625446521113, tolerance: 1.370755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.904357738230441, tolerance: 1.38658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.834512177158164, tolerance: 1.52381875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.40232361544509, tolerance: 1.8517200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.44125710659381, tolerance: 1.67998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.64650433218693, tolerance: 1.8603987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.98343640767797, tolerance: 1.714755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.908089020397137, tolerance: 1.1323200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.767240293228642, tolerance: 1.68329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.025594412531138, tolerance: 1.7547949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.038429748885576, tolerance: 1.7244987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.031371830406812, tolerance: 1.38519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56852362420434, tolerance: 1.517755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.353548036628684, tolerance: 2.1464987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.604106834444096, tolerance: 2.04928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.187828412869145, tolerance: 1.47852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.656039024913055, tolerance: 1.57688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.97603982216071, tolerance: 2.22198875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.876188721973454, tolerance: 1.79361875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.482820225180326, tolerance: 1.9626487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.362414837370544, tolerance: 2.1111987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.390383232050244, tolerance: 1.340355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.389161424084122, tolerance: 1.9651949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.475140898747995, tolerance: 1.5477687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.585463613866253, tolerance: 1.95241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.469823870836684, tolerance: 1.32469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52796376072791, tolerance: 1.86044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.826350498886047, tolerance: 2.0295
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.367483667613477, tolerance: 1.6614887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.465123089908776, tolerance: 1.94998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.524734744524253, tolerance: 1.782675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.355868421663942, tolerance: 1.454795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.380260753652166, tolerance: 1.427595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.338882726954385, tolerance: 1.5636750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.716788481627606, tolerance: 1.63554875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.60761682234059, tolerance: 1.49954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.25713323699194, tolerance: 2.04078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.56431156275517, tolerance: 1.61754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.852701200724354, tolerance: 2.514275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.32397414430952, tolerance: 1.908555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.014963957603555, tolerance: 1.8561687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11478547923784, tolerance: 1.73679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.520701009029832, tolerance: 1.25958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.981272710961587, tolerance: 1.851475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.20936850177657, tolerance: 2.2419987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.814104521095672, tolerance: 1.7373687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.45448352977549, tolerance: 1.52319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.519768123944143, tolerance: 2.2311949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.06662192971821, tolerance: 2.18436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.003724203683287, tolerance: 1.7750387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.45888131507354, tolerance: 2.0083800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.326171576528159, tolerance: 1.53828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.846745066563367, tolerance: 2.07929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.483363164448036, tolerance: 1.5845549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.199942253980872, tolerance: 1.5315549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.315898382184589, tolerance: 1.554155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.875613323926913, tolerance: 1.8138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08661767193718, tolerance: 1.8428200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.762598822884357, tolerance: 1.63549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.876880644723002, tolerance: 1.7915549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.497186085754848, tolerance: 1.79686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.428935647295816, tolerance: 1.63949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.466922569238875, tolerance: 1.6407550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.236912330539436, tolerance: 1.84718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.72677121370262, tolerance: 1.86644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.93866324317963, tolerance: 1.612195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.05146005796913, tolerance: 2.0245949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.13457504468303, tolerance: 2.3526200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.644667222010018, tolerance: 1.7367800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.907247215110814, tolerance: 1.661355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.4917419288467, tolerance: 2.3067800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.658185333457777, tolerance: 1.9303949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.251502317654268, tolerance: 1.7878487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.076347206257049, tolerance: 1.72209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.932430433232163, tolerance: 1.37094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.018437484853056, tolerance: 1.9209800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.39944687774594, tolerance: 2.39258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.546946731674012, tolerance: 1.7152887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.381593555840706, tolerance: 2.43532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.048269923072006, tolerance: 1.7439549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.44967335274924, tolerance: 1.75984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.21964060290034, tolerance: 1.8820000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.03847969589709, tolerance: 1.75719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.431022997828798, tolerance: 2.09324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.487348270242506, tolerance: 1.6157949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.99333727853428, tolerance: 1.909275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.767479286015895, tolerance: 1.6094387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.199671053398504, tolerance: 1.9453387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.161142062413564, tolerance: 2.26928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.696592416420778, tolerance: 1.5372750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.599865931047884, tolerance: 1.8094200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.205004893384768, tolerance: 1.89418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41624676604781, tolerance: 1.47471875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.7361308339894, tolerance: 2.19523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.710519267888436, tolerance: 1.935675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.591902204261658, tolerance: 1.63572
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.01597689754137, tolerance: 1.8019949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.587283039240596, tolerance: 2.0800187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.810519957062013, tolerance: 1.879955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46813803106464, tolerance: 2.1813549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.664484504286268, tolerance: 1.39959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.055939120808024, tolerance: 1.8191549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.97093713777197, tolerance: 2.01831875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.328816929186097, tolerance: 1.8840387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.616183255625693, tolerance: 2.0962987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.555905874021438, tolerance: 1.853475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.95359751161036, tolerance: 1.99249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.80443541146961, tolerance: 1.82664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.579376634759825, tolerance: 1.8417200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.762519767060336, tolerance: 1.16203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.116968025300178, tolerance: 2.1102387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.977955451158124, tolerance: 1.5216
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.765274096380464, tolerance: 1.42966875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.823691983584943, tolerance: 1.7253387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.59823279352945, tolerance: 1.8097949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.836355591837375, tolerance: 2.15228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.530838337416869, tolerance: 2.23362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.21379191343117, tolerance: 1.83092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.76369382317978, tolerance: 1.88838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.816802016304539, tolerance: 1.28629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.043700901749695, tolerance: 2.0771
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.791209715889295, tolerance: 2.0197950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21995496608378, tolerance: 1.7415949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.0492257140097, tolerance: 1.77252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.919877652796075, tolerance: 1.80009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.06681378235004, tolerance: 1.8641987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.951623800298727, tolerance: 1.9367387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.75600545194378, tolerance: 1.3313887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.78899931147866, tolerance: 2.15284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.99833413319298, tolerance: 2.13624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.275201026000467, tolerance: 2.1203800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.405276913544512, tolerance: 1.4679800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.444250351748476, tolerance: 1.72739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.600861862221407, tolerance: 1.6877550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.546154312719068, tolerance: 1.60028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.42095980294529, tolerance: 1.9167687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.979320698336988, tolerance: 1.7718200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.145805090431296, tolerance: 2.30324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.45334825514809, tolerance: 2.0317800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.12612366818645, tolerance: 1.8758387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.150384238791027, tolerance: 2.24734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.307562352091516, tolerance: 2.0792200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1536234344512, tolerance: 1.62388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.206127914973656, tolerance: 1.8121887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.667591936288204, tolerance: 1.7069949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.17636192320226, tolerance: 1.7961549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.231712013472603, tolerance: 1.96504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.265259161002362, tolerance: 1.8812887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.138962624048379, tolerance: 1.16338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.227485087295747, tolerance: 1.62844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.32618571226231, tolerance: 2.22676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.55347738920761, tolerance: 2.2069550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.507124113008018, tolerance: 1.668595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.432757657966086, tolerance: 1.77159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.823859505369946, tolerance: 1.9967949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.529182537888996, tolerance: 1.525875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.183170489689257, tolerance: 1.28459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.88797849931517, tolerance: 1.7570200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.29545454874804, tolerance: 1.99459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.390058578927068, tolerance: 2.0824000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.419292794209362, tolerance: 1.7904799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.522869127481556, tolerance: 1.53174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.226967441526142, tolerance: 2.0122887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.36331339369832, tolerance: 1.7939387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.51354492022588, tolerance: 1.88641875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.01032872054478, tolerance: 1.86098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.370797758990445, tolerance: 2.14988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.072802539245334, tolerance: 1.81854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.35538062483118, tolerance: 1.8890487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.75839292389704, tolerance: 2.04162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.7020198411932, tolerance: 1.56658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.78621710946725, tolerance: 1.9472800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.210745250625784, tolerance: 2.25772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.850023786851345, tolerance: 1.62828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.12764258968634, tolerance: 1.9875949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.45993640448588, tolerance: 1.9552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.890857062337393, tolerance: 2.0242750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.40959169950275, tolerance: 2.148555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.842409394926698, tolerance: 1.7781187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.39636763260363, tolerance: 2.1981800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.09612430199758, tolerance: 1.9413887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.705683341241016, tolerance: 1.7967000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.895640843289783, tolerance: 1.9391949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.953868341795236, tolerance: 1.7538387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.615204923411497, tolerance: 1.198555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.649434993740133, tolerance: 1.9921187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.831301626016646, tolerance: 1.509355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.11818450207654, tolerance: 1.4974687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.1892770847765, tolerance: 1.6316000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40854069146696, tolerance: 2.03988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.98802772656906, tolerance: 1.9047200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.86952887997386, tolerance: 1.83459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.289114949200624, tolerance: 1.9796200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.67377486925088, tolerance: 2.1185549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95361985525974, tolerance: 1.9226887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.40118587061104, tolerance: 2.08581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.11376437611849, tolerance: 2.02138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.088445115640134, tolerance: 1.35268875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.52720233297141, tolerance: 1.8885549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.471942104733017, tolerance: 2.13988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.60084278464623, tolerance: 2.01701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.5099944511404, tolerance: 1.8906200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.489229159438196, tolerance: 1.9872750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.5297617385997, tolerance: 1.83054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.671352797841397, tolerance: 1.5587950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.637892951098863, tolerance: 1.52938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.941849728178376, tolerance: 1.5604200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.297653268600612, tolerance: 1.3550187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.759222183979183, tolerance: 1.41619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.558221230169462, tolerance: 1.72862
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.462630873607534, tolerance: 1.379195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.88902606858703, tolerance: 1.46836875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.99573642480884, tolerance: 1.6126800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.64053926974073, tolerance: 1.8287
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.06030121003505, tolerance: 1.8782387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.58722290708958, tolerance: 2.04186875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.62584894147148, tolerance: 1.50843875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.246115904113452, tolerance: 2.0379387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.117844401979667, tolerance: 1.5701887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.757331584035597, tolerance: 1.9188387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.160045589859156, tolerance: 2.534155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.472659594891702, tolerance: 1.9437550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.872079584809484, tolerance: 2.2573950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.062781394762894, tolerance: 1.67989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.251809499275303, tolerance: 1.8793949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.6127360463807, tolerance: 1.6699950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.10435033205387, tolerance: 1.6209
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.362192112474972, tolerance: 2.15208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.188355510679795, tolerance: 2.05429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.231390088634893, tolerance: 1.37818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.5514021551827, tolerance: 1.7589949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.763962983838496, tolerance: 2.0457549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.319857089841054, tolerance: 1.883955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.252783802307018, tolerance: 1.62058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.647696278835273, tolerance: 1.495675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.795270935558378, tolerance: 1.4286200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.958101495043442, tolerance: 1.81474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.32827591377088, tolerance: 1.51909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.061688283571694, tolerance: 1.5929187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.017566867400442, tolerance: 1.37679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.154626408184917, tolerance: 1.6829949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.272885919792927, tolerance: 1.583955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.570655371890876, tolerance: 1.6447687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.478263708924423, tolerance: 1.7409687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.167403501204745, tolerance: 1.63374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.85852477472001, tolerance: 1.5940750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.02859605333037, tolerance: 1.60353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.892019821717373, tolerance: 1.23148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.715736005293145, tolerance: 1.78666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.501241073360056, tolerance: 1.70698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.209133991615733, tolerance: 1.68251875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05851380910116, tolerance: 2.094675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.889250631722447, tolerance: 1.55458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73123900160493, tolerance: 1.44869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.661185582467088, tolerance: 1.82859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.629047590779763, tolerance: 2.13683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.078964567279082, tolerance: 1.40681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.24778330107046, tolerance: 1.9532487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.600396857548688, tolerance: 1.544075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.78842626497597, tolerance: 1.28102
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.08711062928742, tolerance: 1.9056187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.638218024464848, tolerance: 1.328675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.819168714440405, tolerance: 1.9073200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.59068927624813, tolerance: 1.61124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.262898255455553, tolerance: 1.49148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.892736987631878, tolerance: 1.448955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.833531626184039, tolerance: 1.590355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.183790016171177, tolerance: 1.88608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.441902364457153, tolerance: 1.73429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.102586614511836, tolerance: 1.646755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.762097230321025, tolerance: 1.52453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22515451617841, tolerance: 1.5515387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.784671381633917, tolerance: 1.7654987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.419984204758006, tolerance: 1.54863875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.249385333752524, tolerance: 2.2801549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.296899376364628, tolerance: 1.51991875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.657720316115476, tolerance: 1.704955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.524500819540144, tolerance: 1.688195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.690150834718462, tolerance: 1.65288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.773065519466048, tolerance: 1.73111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.526990706676491, tolerance: 1.58509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.68277228893474, tolerance: 1.73934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.69879336632667, tolerance: 1.213795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.607711538214915, tolerance: 1.4551687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.471226027577664, tolerance: 1.55243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.200872692891508, tolerance: 1.93704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.841139426569413, tolerance: 1.747675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.893867243962891, tolerance: 1.41654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.804872755545947, tolerance: 1.5940750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.484146126038592, tolerance: 1.781355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.757356757750202, tolerance: 1.3424887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.831688173949754, tolerance: 1.605155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.47365500833731, tolerance: 1.47402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.84089067291296, tolerance: 1.9919987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64817369993314, tolerance: 1.84668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.561591738586248, tolerance: 1.256155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.937289191110256, tolerance: 1.6291800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.87678261913411, tolerance: 1.52581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.43834700665103, tolerance: 1.9179187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.15250151580909, tolerance: 1.56859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.76760483157527, tolerance: 1.4753949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.10771691350009, tolerance: 1.6951949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.531050594593868, tolerance: 2.01292
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.361887652057582, tolerance: 1.6279387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.24873696373969, tolerance: 1.7946987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.17420563503473, tolerance: 1.9316200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.54065504835483, tolerance: 1.467795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.3954293400166, tolerance: 1.6515387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.44780370799382, tolerance: 1.7754750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.87297113912823, tolerance: 1.8439549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.90958348293807, tolerance: 1.6409
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.190244717779077, tolerance: 1.7408387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.124226519559999, tolerance: 1.78801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.135634070952488, tolerance: 1.5786799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.6215520156837, tolerance: 1.2617200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.900828293734014, tolerance: 1.396995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.6620179265993, tolerance: 2.0505199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.56061670751582, tolerance: 1.70274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.48537220636627, tolerance: 1.7628750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.280475488107637, tolerance: 1.7913387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.388253282118953, tolerance: 1.45418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.309734109612293, tolerance: 1.5010887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.690794811959215, tolerance: 1.6748387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.458951003669373, tolerance: 1.97008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.12900388546363, tolerance: 1.6965949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.366227369601845, tolerance: 1.28049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.234911842156997, tolerance: 1.5508887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.339404557611605, tolerance: 1.43432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.582537639812717, tolerance: 1.6978887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.03004956938676, tolerance: 1.50368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.721967573513698, tolerance: 1.8118750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.658358142141797, tolerance: 1.50636875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.74606828289261, tolerance: 1.9037387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.772224321056346, tolerance: 1.83749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.29638144844599, tolerance: 1.559955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.352936746775207, tolerance: 1.8700987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.994254883245464, tolerance: 2.14052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.915999829136933, tolerance: 2.13228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.183899961062234, tolerance: 2.09088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.62089360546893, tolerance: 1.89899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.468258762483675, tolerance: 1.76196875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.152223250886017, tolerance: 2.12274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.997434014207569, tolerance: 1.75738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.127525597282192, tolerance: 1.7012887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.087154972847618, tolerance: 1.72822
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.87456317798111, tolerance: 2.4855887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49059895589208, tolerance: 2.421075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.413747738299516, tolerance: 1.9389949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.52531304083807, tolerance: 1.790995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.77840806878346, tolerance: 2.22478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.305659344861233, tolerance: 1.9939187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.182224062464325, tolerance: 2.1893000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.447355023061796, tolerance: 2.39168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.730105519982835, tolerance: 2.08929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.13577730222944, tolerance: 1.9464687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.156227286719837, tolerance: 1.580275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.12943594521792, tolerance: 1.7699387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.786387754484052, tolerance: 2.2415000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.63929520749248, tolerance: 2.4971987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.506683858076038, tolerance: 1.8496200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.816020325585376, tolerance: 1.3014887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.286866193297683, tolerance: 1.827555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.984110156193887, tolerance: 1.8606887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.75576948498335, tolerance: 1.7298799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.006343948341566, tolerance: 1.83636875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.20875036580202, tolerance: 2.2480487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.023741999902875, tolerance: 1.6531887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.582515326696672, tolerance: 1.9941550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.145073414591597, tolerance: 1.84944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.77995731840964, tolerance: 1.9730387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.97470274021504, tolerance: 2.48442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.091325075126587, tolerance: 1.89962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.779178835078103, tolerance: 1.51121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.62446507985188, tolerance: 1.77396875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.554223705894717, tolerance: 2.5229387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.140842449748554, tolerance: 1.9525549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.614308109032272, tolerance: 2.19034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.640850731663454, tolerance: 1.7577887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.51352926301354, tolerance: 1.8281487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.96347174267652, tolerance: 2.16633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.295293755081637, tolerance: 2.24832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.366345257681715, tolerance: 1.63894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.468508496512268, tolerance: 1.5610487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.167258675166178, tolerance: 1.6447387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.564221054062216, tolerance: 2.2054
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.821696442935192, tolerance: 2.071595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.385228433644325, tolerance: 1.482355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.7105121326921, tolerance: 2.14051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.640089573373302, tolerance: 1.8274799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.783035486531105, tolerance: 1.73839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.084403843092854, tolerance: 1.8795950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.33046368030748, tolerance: 2.073475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.48813567832196, tolerance: 2.1755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.537417597532484, tolerance: 2.439955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.663423097961477, tolerance: 1.9840387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.63231495208661, tolerance: 1.84979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.25030129153025, tolerance: 2.06768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.652148083285553, tolerance: 1.943555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.189561205731376, tolerance: 2.1128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.635776648149672, tolerance: 1.80599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.447197572475375, tolerance: 1.7741950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.656040258300951, tolerance: 1.916955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.928902801112937, tolerance: 1.77508875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.433790237699252, tolerance: 1.72973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.109807238257854, tolerance: 1.7969387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.97294206414856, tolerance: 1.62584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.69769494108376, tolerance: 2.0267199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.283037939545345, tolerance: 1.723755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.44972764302414, tolerance: 1.72796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.687328375515897, tolerance: 1.8439200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.496041512612287, tolerance: 1.95159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.72307622134989, tolerance: 2.013355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.600301917962193, tolerance: 2.058155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.522065766734116, tolerance: 1.6349
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.6726659098449, tolerance: 1.46749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.678543745690185, tolerance: 2.068355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.05503067620122, tolerance: 2.14988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.71800397185784, tolerance: 1.9692687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.525840747432383, tolerance: 1.69759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.611617724285328, tolerance: 1.6304387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.209109587807195, tolerance: 2.03622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.525448783784093, tolerance: 1.751675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.726029405662658, tolerance: 1.5963687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.297848953066367, tolerance: 2.1448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.926983083137161, tolerance: 2.330195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.375520659917207, tolerance: 1.76896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.439913105715295, tolerance: 1.35114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.918191506552528, tolerance: 1.9692687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.51975800947455, tolerance: 1.9735800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.241638988929033, tolerance: 2.09149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.427066388604375, tolerance: 1.78226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.983885634875397, tolerance: 2.4632750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.915233712353148, tolerance: 1.9595387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.29134938667171, tolerance: 2.2093200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.41571467137758, tolerance: 1.96006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.060726523099834, tolerance: 2.1840200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.237534729796728, tolerance: 1.71314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.216737494300354, tolerance: 2.06164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.24888188298443, tolerance: 1.7507949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.443634965554706, tolerance: 1.65508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1331962269391, tolerance: 1.810475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.024328824628054, tolerance: 1.71898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.3583778504211, tolerance: 1.39419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.431754191484956, tolerance: 1.7201000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.6364812666532, tolerance: 1.6749200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.277286910200367, tolerance: 1.87218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.398792443462053, tolerance: 1.7993800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.743285530153404, tolerance: 2.04198875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.307772186773796, tolerance: 2.17218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.195166425660661, tolerance: 1.7153949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.316310891338823, tolerance: 1.7113887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.880563236729856, tolerance: 1.442355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.36231621180772, tolerance: 1.6071550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.602278352978328, tolerance: 1.89658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.19967136044713, tolerance: 1.7673200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.98733743544073, tolerance: 1.86579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.497073729777043, tolerance: 1.9011949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.123500487297463, tolerance: 1.98634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.541344533326964, tolerance: 1.6146
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.875650172912998, tolerance: 2.55804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.503223336453308, tolerance: 1.6855200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.90050371151497, tolerance: 1.96881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.85283739142298, tolerance: 1.9460887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.075648834393554, tolerance: 2.3195487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.655482164223434, tolerance: 1.6768887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.64672851393514, tolerance: 1.46118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.528128096313953, tolerance: 1.6979949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.1172994201332, tolerance: 1.33539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.858570851562117, tolerance: 1.88818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.782285161582486, tolerance: 1.8558200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.42771391251076, tolerance: 1.48918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.173561210284142, tolerance: 1.35458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.0701962117397, tolerance: 1.8679987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.329114088110655, tolerance: 2.112195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.43729643194594, tolerance: 1.78032
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.13010208135354, tolerance: 1.78078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.936496328051852, tolerance: 1.8707887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.302724853314789, tolerance: 1.599395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.803504001912575, tolerance: 1.64398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.48712718966741, tolerance: 2.4160800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.000814971413725, tolerance: 1.49261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.763820536577256, tolerance: 1.25758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.565564134860885, tolerance: 1.8241549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.385598599705606, tolerance: 1.91093875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.674048727511497, tolerance: 2.19786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.971882071576673, tolerance: 1.7247387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.706103515004123, tolerance: 1.522155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.301453704987047, tolerance: 2.09198875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.134131274103552, tolerance: 2.175795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.143532858651522, tolerance: 2.091955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.28740442609668, tolerance: 1.679275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02040318117387, tolerance: 1.9577549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.748564999477743, tolerance: 2.51104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.387973191353211, tolerance: 2.26728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.28741357766869, tolerance: 1.845955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.182182061904363, tolerance: 1.8646887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.196366428533832, tolerance: 1.386155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.566692280586697, tolerance: 1.67661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.463325440747745, tolerance: 2.137195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.39289222893752, tolerance: 1.1556
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.882505599992292, tolerance: 1.83839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.860308196400116, tolerance: 2.27673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.756714728548793, tolerance: 2.169155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.573600923113782, tolerance: 1.347675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.52827971302053, tolerance: 1.9875987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.605565231877257, tolerance: 1.8794887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.864391717930696, tolerance: 2.02062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.79809872903545, tolerance: 2.04483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.655714026927136, tolerance: 2.006755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.082780840491942, tolerance: 2.120195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.173322586375015, tolerance: 1.853355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.851572645588224, tolerance: 2.09312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.132676311791208, tolerance: 1.41069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86509159275975, tolerance: 1.88548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.36035425846292, tolerance: 2.0989987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9920050224174, tolerance: 2.013595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.487464160937407, tolerance: 1.8216750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.423297707368246, tolerance: 2.1591199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.877578876407892, tolerance: 2.06533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.652079432581417, tolerance: 2.18873875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.401794061152955, tolerance: 1.8378750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.629442396795094, tolerance: 1.7336200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.215260198515006, tolerance: 1.58789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.488897030333685, tolerance: 2.1449987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.869800495996937, tolerance: 1.54323875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.393634200781587, tolerance: 2.21818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.521116863050597, tolerance: 1.7635950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.63428582078338, tolerance: 1.9087387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.259717407630802, tolerance: 1.9699200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.41325498378308, tolerance: 1.72986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.152537853852007, tolerance: 1.76176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.184021878167727, tolerance: 1.71218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.963518647398075, tolerance: 1.7572987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.710941557417975, tolerance: 1.5642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.783200146371033, tolerance: 1.9087200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.092526440146912, tolerance: 1.7928187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.243145155014666, tolerance: 1.523155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.071307334854133, tolerance: 2.0853487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.298884267309614, tolerance: 1.9909949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.90603941161177, tolerance: 1.62333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.78479192688375, tolerance: 1.58194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.60654319483649, tolerance: 1.7181949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.815754347215716, tolerance: 1.595395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.055535150848055, tolerance: 1.4113887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.17038313772278, tolerance: 1.6493949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.254550819079466, tolerance: 1.38964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.14625576815315, tolerance: 1.95018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.789731411490653, tolerance: 2.0365949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.56237384762616, tolerance: 1.7422187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.215794332027254, tolerance: 1.817955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.68893386446312, tolerance: 1.6945949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.668961209360106, tolerance: 1.90909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.05205488003364, tolerance: 1.4437950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.909594675349561, tolerance: 1.93461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.28191490517771, tolerance: 2.073955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39025302380245, tolerance: 1.9248687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.5730887719903, tolerance: 1.7629887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.228965672571656, tolerance: 1.317555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.443997147268874, tolerance: 2.26463875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.95225271656437, tolerance: 1.7481187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.640500784744253, tolerance: 1.71059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.026058951969063, tolerance: 1.42808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.068146608071785, tolerance: 1.33041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.104865222456073, tolerance: 1.9833549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.684880783082159, tolerance: 1.66546875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.0246090139906, tolerance: 1.84824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.628829494692788, tolerance: 2.0947
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.367557788020214, tolerance: 1.8261950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.785701539210109, tolerance: 1.7238387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.483384138338366, tolerance: 2.01978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.480529982898801, tolerance: 1.2942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.458677419414299, tolerance: 1.59898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.005567594378892, tolerance: 1.39999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.261636668908242, tolerance: 1.63942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.949539380410027, tolerance: 1.57128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.089473982937296, tolerance: 1.5607550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.822293996103646, tolerance: 1.4956887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.470670807979758, tolerance: 1.52716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.140702466254453, tolerance: 2.0718799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.76807950449752, tolerance: 1.8984987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.553119589523963, tolerance: 1.591395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.94640985062372, tolerance: 1.9173887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.120905948933338, tolerance: 2.4472
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.429209583275147, tolerance: 1.94091875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.110230881180797, tolerance: 1.9753949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.730971457166664, tolerance: 1.7193687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.05963268957479, tolerance: 1.8315000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.642995036816977, tolerance: 2.06583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.817730158547668, tolerance: 1.83958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.263422116634427, tolerance: 1.66936875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.331483443725826, tolerance: 1.6812200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.175467984930933, tolerance: 1.8854887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.244065301916427, tolerance: 1.911355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.50429764690656, tolerance: 1.35414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.878234948742653, tolerance: 1.8985687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.755704532525009, tolerance: 1.560355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.76159923605703, tolerance: 1.6417550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.28939867180737, tolerance: 2.0366487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.093350601786236, tolerance: 1.7401387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.735238281449927, tolerance: 1.6863949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.85085868278132, tolerance: 1.59268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.10641056854825, tolerance: 1.72056875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.242880876111702, tolerance: 1.5920750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.119546787877432, tolerance: 2.0550800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.683846789408065, tolerance: 1.2577
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.906026526280534, tolerance: 1.66719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.603984107341557, tolerance: 1.96721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.587639753732523, tolerance: 1.68274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.340845702008124, tolerance: 1.59404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.210017187296614, tolerance: 1.8015887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.93567909317341, tolerance: 1.8187949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.752399766919547, tolerance: 1.99849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.618464848078702, tolerance: 1.9102387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.906043305103122, tolerance: 1.7665000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.01884967641006, tolerance: 2.07359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.634958626647425, tolerance: 2.0026800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.684699288793674, tolerance: 2.11459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.732395362410251, tolerance: 1.6460750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.93174634549506, tolerance: 1.996275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.14823556569138, tolerance: 1.66109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.502777274353686, tolerance: 1.6799549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.07956274280561, tolerance: 1.53394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.39557262062445, tolerance: 1.88924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.428699429308363, tolerance: 1.565595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.49646280995752, tolerance: 1.4223387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.903490865653296, tolerance: 1.9979187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.894945157926722, tolerance: 1.54293875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.22034303012211, tolerance: 1.19
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.54254177942474, tolerance: 1.5059200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.250850997487083, tolerance: 1.72804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.49365168400431, tolerance: 1.7125949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.668872103807097, tolerance: 2.09468875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.3842829909764, tolerance: 1.45309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.60484656961609, tolerance: 2.0308487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.27574023102004, tolerance: 1.543555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.10481326850004, tolerance: 1.6215387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.076445725437612, tolerance: 2.06752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.14297468179841, tolerance: 1.93759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.796189802600285, tolerance: 2.40016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.20404505409486, tolerance: 2.5493887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.3011538093535, tolerance: 1.6188799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.900676720749535, tolerance: 1.137795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.71633897097907, tolerance: 1.479155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.501694855959588, tolerance: 1.7745187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.42194749786203, tolerance: 2.12684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.276563226407337, tolerance: 2.0319387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.148739055300148, tolerance: 1.9873887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.763817834494745, tolerance: 2.0664687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.826956905690245, tolerance: 2.1203000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.499770625942958, tolerance: 1.280395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.183415664709134, tolerance: 1.738755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.310302599463007, tolerance: 1.6687949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.2559711083411, tolerance: 2.565355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.944209862566332, tolerance: 2.98094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.836487439920866, tolerance: 1.63103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.138144470729753, tolerance: 1.85349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.12350730481042, tolerance: 1.7458487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.943982218904956, tolerance: 2.11271875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.674974438965677, tolerance: 1.87664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.60975844959329, tolerance: 2.0996987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.721651998134366, tolerance: 2.2170387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.051578573629012, tolerance: 2.1227550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.618691886582045, tolerance: 1.8886887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.727743802386916, tolerance: 1.55109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.12373277184597, tolerance: 2.29608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.131565463600904, tolerance: 2.0949950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.48165661629305, tolerance: 1.9314487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.709221779671545, tolerance: 1.983155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.745705598738166, tolerance: 2.23171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.927611017743743, tolerance: 1.599155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.32148921133374, tolerance: 1.79614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.418777508929814, tolerance: 1.8831487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.233814481222268, tolerance: 1.861755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.226227774896676, tolerance: 1.63798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.609629087542967, tolerance: 2.10864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.54417160437566, tolerance: 2.0043549999999994
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.735202290793513, tolerance: 2.307875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.300564184328774, tolerance: 2.091875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.361633111914706, tolerance: 1.8101949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.653584014292225, tolerance: 1.8993549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.38061841118534, tolerance: 2.1877987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.165019843085776, tolerance: 1.9920200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.834352135932487, tolerance: 1.9166687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.14201481458155, tolerance: 1.8532799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.99329781914647, tolerance: 1.83361875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.712709071043648, tolerance: 2.14872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.062791681352596, tolerance: 1.8644387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.804206875150285, tolerance: 2.38521875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.362637285205366, tolerance: 1.6351200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.826978245750933, tolerance: 2.075155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.446402743540705, tolerance: 1.9053987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.020820034990857, tolerance: 1.8925199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.594644039524102, tolerance: 2.0585887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.570732276078996, tolerance: 1.7395200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.417052959657205, tolerance: 2.77969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.711419881935107, tolerance: 2.18663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.93411077181492, tolerance: 1.668875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.718263449913334, tolerance: 2.0696987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.365622594579268, tolerance: 1.7632200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.74662680239466, tolerance: 1.72158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.029994648496317, tolerance: 1.19298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.895068308514567, tolerance: 2.0148987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.44639079755848, tolerance: 1.81092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.037932533405126, tolerance: 1.6855
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.114849110860764, tolerance: 1.8284799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.440593263651895, tolerance: 1.8867549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.876464873812935, tolerance: 1.495595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.377685060473112, tolerance: 2.00683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.8532713874371, tolerance: 2.09752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.28001917297279, tolerance: 2.1782387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.724692384792712, tolerance: 1.434995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.530541293694245, tolerance: 1.28279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.08125165000219, tolerance: 2.24014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.98063625454563, tolerance: 1.7069887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.758871918465502, tolerance: 1.855755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.160502937822955, tolerance: 1.39398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.12927611658721, tolerance: 2.0833799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.64984978739912, tolerance: 1.8683387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.056344704491146, tolerance: 1.78486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.468886357248877, tolerance: 1.8451950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.386300968220443, tolerance: 1.8941887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.060513671968057, tolerance: 1.85878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.028568698745293, tolerance: 2.11412
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.510406909523233, tolerance: 2.03996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.630475115767892, tolerance: 1.9364200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.544985133278946, tolerance: 1.9270387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.81653776075676, tolerance: 1.5854387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.652942931198623, tolerance: 1.78089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.430160010563682, tolerance: 1.961755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.570785050641092, tolerance: 1.52969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75920860490787, tolerance: 2.5935887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.399527910088565, tolerance: 1.57844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.923571309193317, tolerance: 1.8923549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.261051983842602, tolerance: 2.1496750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.817617906829607, tolerance: 2.07314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.390579689066488, tolerance: 1.40208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.836431697456675, tolerance: 1.6779950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.806763623683796, tolerance: 1.605475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.03133704451563, tolerance: 1.6503387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.117007897747595, tolerance: 1.52276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.252170619290613, tolerance: 1.8279987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.34117135973303, tolerance: 1.66029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.301336945277841, tolerance: 1.2195550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.487011071688613, tolerance: 1.7238887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.07925736692669, tolerance: 1.8082799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.2977934088354, tolerance: 1.7797949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.703671827211673, tolerance: 1.35788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.691094704387217, tolerance: 1.8421987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.45713959619436, tolerance: 2.0417387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.61200637099623, tolerance: 1.37369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.374671395719353, tolerance: 1.723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.98637482110391, tolerance: 2.013475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.503190229952327, tolerance: 1.36716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.53483075947649, tolerance: 1.17531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.367585595756898, tolerance: 1.408955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.824307852795165, tolerance: 1.55429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.721823424949058, tolerance: 1.5476687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.902671305423564, tolerance: 1.6735550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.468510580777144, tolerance: 1.81048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.7628017716326, tolerance: 1.7622987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.79175157335222, tolerance: 1.45034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.530388560678386, tolerance: 2.0240387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.279723106078976, tolerance: 1.728595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.57377740897354, tolerance: 1.8028387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.120878518127533, tolerance: 1.7505549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.09807212489269, tolerance: 1.26238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.739394506280382, tolerance: 1.3951950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.844235099609007, tolerance: 1.6435887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.708084100580084, tolerance: 1.3680387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.645028633959335, tolerance: 1.7095387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.249956368295123, tolerance: 1.3020200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.680280710345166, tolerance: 1.8335949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.33386593014976, tolerance: 1.4946887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.30246589525576, tolerance: 1.36189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.45496354795254, tolerance: 1.58781875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.090902126247533, tolerance: 1.64849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.632929173318004, tolerance: 1.34683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.08482592580357, tolerance: 1.9246887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.294702468749925, tolerance: 1.6661550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.445193649966065, tolerance: 1.8469
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.59363908445398, tolerance: 1.5638750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.556297205681116, tolerance: 1.8825550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.60310918900322, tolerance: 1.57148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.912626813088508, tolerance: 1.83299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.541195744994326, tolerance: 1.61
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.59458028839734, tolerance: 1.7126887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.816971031222547, tolerance: 1.47548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.941172097091293, tolerance: 1.3821550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.757679126036916, tolerance: 1.6808387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.859142529395594, tolerance: 1.92658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.862646580417874, tolerance: 1.6291950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.39204380878519, tolerance: 1.61153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.14366431579659, tolerance: 1.52388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.28521661106197, tolerance: 1.7967549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.19963470066395, tolerance: 1.43756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.841578430642933, tolerance: 1.856555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.466479108270816, tolerance: 1.42218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.184310840710104, tolerance: 1.78882
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.064811040783557, tolerance: 1.5017387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.613172477792535, tolerance: 1.3305487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.100000959888277, tolerance: 1.81824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.245710879208094, tolerance: 1.5943200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.322849524461493, tolerance: 1.3226200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.470382876054206, tolerance: 1.50934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.534824804651457, tolerance: 1.4104
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.47329183864313, tolerance: 1.4337
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.151704825150773, tolerance: 1.837395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.607527342652229, tolerance: 1.63703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.678186061272218, tolerance: 1.5977949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.372648824913224, tolerance: 1.88886875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.25694004798583, tolerance: 1.77462
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.08749170167861, tolerance: 1.5903200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.821558893987534, tolerance: 1.8609
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.463910904942306, tolerance: 2.030995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.25332944795962, tolerance: 2.0131949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.192592495429516, tolerance: 1.9443887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.427338352820666, tolerance: 1.2071200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.884368186081748, tolerance: 2.16779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.475555501053844, tolerance: 1.86971875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.835190175783449, tolerance: 1.627475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.866418302832077, tolerance: 1.3952200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.408055843535404, tolerance: 1.8412187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.715422759099752, tolerance: 1.25401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.151863339006844, tolerance: 1.2266387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.236169118841314, tolerance: 1.4167987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.91187441994732, tolerance: 1.3181687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.814441630533267, tolerance: 1.65343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.10434980849384, tolerance: 1.2612200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.99211437172855, tolerance: 1.54904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.107260639729063, tolerance: 1.8442387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.242803911225835, tolerance: 1.7032387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.062131553330655, tolerance: 1.698195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.05254831136906, tolerance: 1.68579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.3537994680767, tolerance: 1.7834200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.5064294387488, tolerance: 1.9020750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.735085952691076, tolerance: 1.3083950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.435726670844698, tolerance: 1.49996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.623439861904295, tolerance: 1.74029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.346888127630782, tolerance: 1.6519550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.669455749128645, tolerance: 1.62523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.05467154090391, tolerance: 1.6871950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.87767467327194, tolerance: 1.6307887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.5472241699358, tolerance: 1.71808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.883456992486444, tolerance: 2.07944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.675835679265568, tolerance: 1.7645549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.43479754982655, tolerance: 1.5344887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.423629235508075, tolerance: 1.83158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.63172197324888, tolerance: 1.59434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.126795807926575, tolerance: 1.5186000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.45677889982978, tolerance: 2.234475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.26252022444522, tolerance: 1.598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.783016729289287, tolerance: 1.612675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.440957433961014, tolerance: 1.5453687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.113266887362245, tolerance: 1.64819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.288216710282686, tolerance: 1.81969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.385599898136824, tolerance: 1.7800200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.33685973159794, tolerance: 1.8284487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.15689863710009, tolerance: 1.6407200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.449291903559432, tolerance: 1.93474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.070220270623338, tolerance: 1.0683
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.018993244365838, tolerance: 1.84378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.155545174232124, tolerance: 1.528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.67890537907376, tolerance: 1.74074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.2259497411295, tolerance: 1.62113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.235473171294366, tolerance: 1.5189949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.339355201891077, tolerance: 1.8317
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.522356019162686, tolerance: 2.0711950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.12937747164757, tolerance: 1.6521200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.82002760174549, tolerance: 1.52834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.892033376558155, tolerance: 1.27108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.428150556658235, tolerance: 1.29984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.345441262047306, tolerance: 1.99288875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.808118889113167, tolerance: 1.3376799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.28962157703457, tolerance: 1.911755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.621127057952288, tolerance: 1.238595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.339675829383598, tolerance: 1.7331950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.520348436664452, tolerance: 1.6217800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.5061639070694, tolerance: 1.74308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.50506116903438, tolerance: 1.475995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.395143962680933, tolerance: 1.31426875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.56877932821812, tolerance: 1.54476875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.36744901248062, tolerance: 1.450595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.30786336538074, tolerance: 1.54294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.302410158658734, tolerance: 2.05654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.14105860808259, tolerance: 1.7501987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.256660393717954, tolerance: 0.994355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.46502689775808, tolerance: 1.574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.75713897000415, tolerance: 1.623355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.592576079093742, tolerance: 1.73719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.17092495218739, tolerance: 1.6102387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.243921201585994, tolerance: 1.78502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.3887536290335, tolerance: 1.50331875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.285637817277623, tolerance: 1.413355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.440533618518277, tolerance: 1.36948875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.442131275119088, tolerance: 1.69588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.227683332582487, tolerance: 1.80458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.15981993589621, tolerance: 1.5354
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.51838025106977, tolerance: 1.7867887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.705722219018366, tolerance: 1.4972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.265275477081115, tolerance: 1.64944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.221563616888666, tolerance: 1.3006187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.83207861356666, tolerance: 1.9170800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.54817032824994, tolerance: 1.5586387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17601098676641, tolerance: 1.39724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.442480049945193, tolerance: 1.6268487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.310555793410357, tolerance: 1.33299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04491862868611, tolerance: 1.79239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.191822229638756, tolerance: 1.451955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.961516422751624, tolerance: 1.6607949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.181100109988716, tolerance: 1.06188875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.8830138276687, tolerance: 1.3320200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.004028226235878, tolerance: 1.46068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.311565541906912, tolerance: 1.74458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80438117868296, tolerance: 2.041675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.592912809502906, tolerance: 1.7311200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.5274748226777, tolerance: 1.6856987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.777548841449352, tolerance: 1.892755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.416359198355403, tolerance: 1.8793187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.46871071792582, tolerance: 1.7222187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.047231413020597, tolerance: 1.8112750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.60747124282411, tolerance: 2.35236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.92627334367544, tolerance: 1.7197
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.159666193630866, tolerance: 1.6162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.381603216520485, tolerance: 1.10368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.376194301824032, tolerance: 1.653075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.634877766322962, tolerance: 1.25663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.451339840689915, tolerance: 2.21453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.739924404569585, tolerance: 1.7935887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.028300525434478, tolerance: 1.37808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.075411646637932, tolerance: 1.1493950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.890425094574002, tolerance: 1.57583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.841558665837635, tolerance: 1.76233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.77142158311865, tolerance: 1.669155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.24694377226102, tolerance: 1.364955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.28665072770475, tolerance: 2.14252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.841845515537628, tolerance: 1.38428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.967377831001365, tolerance: 1.67156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.77967067921067, tolerance: 1.7407799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.240852308784277, tolerance: 1.8200200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17477324060546, tolerance: 1.6480000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.20962409600165, tolerance: 2.41854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.44024570293805, tolerance: 1.413675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.745694198974533, tolerance: 1.3121950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.70944211355224, tolerance: 1.48018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.821788988857566, tolerance: 1.6641387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.493467747695934, tolerance: 1.67414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.87043585624901, tolerance: 2.4960799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.293750131984254, tolerance: 1.7300187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.08631979211636, tolerance: 1.4582887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.833346155616915, tolerance: 1.966755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.47264833684841, tolerance: 2.06881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.14153233526028, tolerance: 1.7369550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.05640983714355, tolerance: 1.4165550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.409266401169734, tolerance: 1.9237187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.683760261251084, tolerance: 1.67028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.56117096021522, tolerance: 1.69078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.812403506228232, tolerance: 2.23068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.60528149787954, tolerance: 1.9071949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.851125690833715, tolerance: 1.453395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.971561953662363, tolerance: 2.1227549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.7499742065239, tolerance: 1.82276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.754067517864964, tolerance: 2.0128799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.05883243887684, tolerance: 1.5276387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.134725297898257, tolerance: 1.8095800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.3517548025513, tolerance: 1.7221949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.971269840438048, tolerance: 1.50908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.226082453249965, tolerance: 2.2376750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61045941209526, tolerance: 1.9085199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.572084350326016, tolerance: 1.6097949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.58373684403847, tolerance: 1.3185
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.69231883167349, tolerance: 1.8168487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.921211637238155, tolerance: 1.62926875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.636747070457343, tolerance: 1.87778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.197859720221615, tolerance: 1.8236887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.365125021262124, tolerance: 1.4971887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.28223285059546, tolerance: 1.7605387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.868516359577926, tolerance: 1.8122800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.870758383378263, tolerance: 1.5836200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.094387050986448, tolerance: 1.77386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.831452920037172, tolerance: 1.7455200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.636216206153136, tolerance: 1.7894887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.805378055707425, tolerance: 1.22882
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.543148022600779, tolerance: 1.48834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.80808501050823, tolerance: 2.0426387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22366943092206, tolerance: 1.3327
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.437918369833696, tolerance: 1.6905387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.51831840740467, tolerance: 2.00879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.655906555617538, tolerance: 1.97511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.301333240371914, tolerance: 1.7584187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.493686310142014, tolerance: 1.70792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.968214240767715, tolerance: 1.63284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.5199894179811, tolerance: 2.00759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.636684451563703, tolerance: 1.8428887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.559037424658296, tolerance: 2.4553949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.855948364140755, tolerance: 2.10718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.763829499009443, tolerance: 2.0083487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.060499943915575, tolerance: 1.5836000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.28684457281689, tolerance: 1.52928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.220458960230783, tolerance: 1.619355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.959861744370894, tolerance: 1.7415487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.679078680661167, tolerance: 1.439355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.451809382201684, tolerance: 1.81949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.129625898733401, tolerance: 1.50158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.335413407698653, tolerance: 1.57198875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.71643955973161, tolerance: 1.9809887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.87607924130269, tolerance: 2.01218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62768092466959, tolerance: 1.55872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.029860096602107, tolerance: 1.45002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.679801684094532, tolerance: 1.8003199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.855429386362424, tolerance: 1.798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.961568684199115, tolerance: 1.9693200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.74771146023207, tolerance: 1.51048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.38653989376967, tolerance: 1.68399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.46916949090138, tolerance: 1.705955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.230721582085188, tolerance: 1.43388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.638877247323997, tolerance: 1.8724887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.818584009054995, tolerance: 1.9507200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.41222558828337, tolerance: 1.63152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.806702742707884, tolerance: 1.5297887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.08906711917946, tolerance: 1.7639550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.02622170544516, tolerance: 1.5087387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.51815913659499, tolerance: 1.63364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.269544098246634, tolerance: 1.50042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.149028211889256, tolerance: 1.5736687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.44856221073924, tolerance: 1.842475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.492508033166168, tolerance: 1.5004887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.327537230631798, tolerance: 1.8599200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.359493121334832, tolerance: 1.6685
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.12134155346708, tolerance: 1.9964887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.589969649431097, tolerance: 1.455
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.299444671215984, tolerance: 2.0017487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.499843524349348, tolerance: 1.4911
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.20266648673407, tolerance: 1.521875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.47850755042357, tolerance: 1.9196000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.34404193350179, tolerance: 1.79892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.038156165300105, tolerance: 1.8883550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.948931357286497, tolerance: 1.9977199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.631558067085267, tolerance: 1.38564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.64074669083368, tolerance: 1.8077887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.293782315179737, tolerance: 1.3811187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.96031028824344, tolerance: 1.8730187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61450950710919, tolerance: 1.6167950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.167963160340697, tolerance: 1.8660200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.04571501719295, tolerance: 2.0686887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.414763046843262, tolerance: 1.6314487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.830130491527072, tolerance: 2.2418750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.33625650598765, tolerance: 1.58821875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.168152037250538, tolerance: 1.3987487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.302983557523625, tolerance: 1.6203887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.15828210369275, tolerance: 1.63508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.124896242012232, tolerance: 2.04982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.61376026055876, tolerance: 1.7572887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.227831459148145, tolerance: 1.9551387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.765172893594645, tolerance: 1.68048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.192944340176233, tolerance: 1.6623487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.620498261565753, tolerance: 1.864475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.117202318399425, tolerance: 1.7749387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.296600023649225, tolerance: 1.15626875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.052430024234678, tolerance: 1.6125887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1339522688769, tolerance: 1.6502750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.532741206600708, tolerance: 1.6453887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.90786365017603, tolerance: 1.5144987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.245861327159417, tolerance: 2.10363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.255885388470173, tolerance: 1.70724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.535638093684012, tolerance: 1.62064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94651468812926, tolerance: 1.9560887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.464861987947803, tolerance: 1.68973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.134299634878502, tolerance: 1.8336887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.098089299098486, tolerance: 1.985355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.466429993924596, tolerance: 1.85676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.62024903927863, tolerance: 2.0367800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.766377790399126, tolerance: 2.011155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.60965584590079, tolerance: 2.11728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.90604278971847, tolerance: 2.11096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.652156422138926, tolerance: 2.23458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.36025626708853, tolerance: 1.8098387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.70205089469719, tolerance: 1.70189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.657309198754174, tolerance: 1.9993949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.875551962409965, tolerance: 1.980795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.350530041285154, tolerance: 1.9568750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.229535836540888, tolerance: 1.8694799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.552296432884578, tolerance: 2.069155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.531946580733916, tolerance: 1.45622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.628057280688548, tolerance: 1.6227800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.143558317431399, tolerance: 1.8341949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.25855225555907, tolerance: 2.0531949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.245257529724748, tolerance: 1.6712200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.60214337872816, tolerance: 1.7226487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.379692736600557, tolerance: 1.9031550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.77911518914869, tolerance: 1.7610387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.174096005305252, tolerance: 2.32101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.706926424953636, tolerance: 1.762275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.24949131386718, tolerance: 1.776155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.633590923578318, tolerance: 1.8291387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.732493568214053, tolerance: 1.7821949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.665565494132963, tolerance: 1.928075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.716792891922314, tolerance: 2.00109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.146450804223505, tolerance: 2.1481950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.598667375643643, tolerance: 1.51928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.39156729788764, tolerance: 1.916755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.305480703930264, tolerance: 1.7024750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.805743952248227, tolerance: 1.8286200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.172255758228495, tolerance: 2.0055199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.326782701969828, tolerance: 1.68261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.350089896129088, tolerance: 1.7161187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.658599897687289, tolerance: 1.4678987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.656324903438467, tolerance: 1.87634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.001288226729617, tolerance: 2.1794000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.367144505352442, tolerance: 1.7843487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.484663290096094, tolerance: 1.54918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.973309575494962, tolerance: 1.9215550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.318547393852054, tolerance: 2.08676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.678691648730535, tolerance: 1.819355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.533178854359953, tolerance: 2.2091950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.729564459876965, tolerance: 1.9209687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.795689724676937, tolerance: 2.0213200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.368595235878193, tolerance: 1.7345387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.600643881069669, tolerance: 2.079475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.473976840137766, tolerance: 1.8846887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.16581925481831, tolerance: 1.7853949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.027013850566023, tolerance: 1.6773550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.542724377571226, tolerance: 1.4413387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.464437938753415, tolerance: 1.6375950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.199539650682773, tolerance: 2.1694799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.534522162786107, tolerance: 1.37998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.032200685784481, tolerance: 1.76969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.461555914053246, tolerance: 1.346395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.758724327236465, tolerance: 1.3939949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.558178044200098, tolerance: 1.93996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.094254213899049, tolerance: 2.18374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.13206863130626, tolerance: 1.7065387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.90853671773975, tolerance: 1.4657487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.44938742118253, tolerance: 1.83568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.89030341764756, tolerance: 1.85318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.73414634977393, tolerance: 2.03156875
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.033377016404323, tolerance: 1.84949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.017322298293532, tolerance: 1.6955949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.355633695691008, tolerance: 2.14924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.667589856907266, tolerance: 2.08621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.081441503450545, tolerance: 1.6148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.756392390704164, tolerance: 1.9955549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.93141070946095, tolerance: 1.8004200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.48812105085323, tolerance: 1.45934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.59526894298197, tolerance: 1.49751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.92577310421308, tolerance: 1.63778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.32553184132486, tolerance: 1.87293875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.935682553245755, tolerance: 2.0255487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.49328325520974, tolerance: 2.17848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.399171222159936, tolerance: 2.0316
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.341708328942556, tolerance: 1.9740487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.66772974604373, tolerance: 1.53276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.00710635581118, tolerance: 2.05498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.575246071829184, tolerance: 1.782275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.32679622650947, tolerance: 2.19322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.123962786950791, tolerance: 1.44469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.19735149030717, tolerance: 1.8145200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.509933469205798, tolerance: 1.6873199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.34099373028877, tolerance: 2.0597950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.58120889432589, tolerance: 1.579955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.968054885022326, tolerance: 1.5837200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.215744177783222, tolerance: 2.066155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.800373152856757, tolerance: 2.3186387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.700630046517375, tolerance: 2.23096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.265181831241765, tolerance: 1.7827487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.139643658090545, tolerance: 2.00012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.0849558263656, tolerance: 1.675475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.503121010685291, tolerance: 1.8745487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.63619202320882, tolerance: 2.00889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.495919487835515, tolerance: 1.917155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.14455205224068, tolerance: 1.822275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.187512756933955, tolerance: 2.0350487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.197414505118726, tolerance: 1.9113487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.583764904939667, tolerance: 1.64984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.246500747374434, tolerance: 2.090995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.04077433817108, tolerance: 2.06933875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8562332038475233, tolerance: 2.03244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.575941691768854, tolerance: 2.0183950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.699697381512834, tolerance: 1.655475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.732639372848354, tolerance: 1.8582200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.73420398914891, tolerance: 1.62989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.844460750512283, tolerance: 2.09888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.83110166402673, tolerance: 1.8180387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.098006717536435, tolerance: 1.44498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.97751517033093, tolerance: 2.0395987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.915366319933526, tolerance: 1.9135487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.636417792098374, tolerance: 1.7793949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.306101734412302, tolerance: 1.86801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.24799081447655, tolerance: 2.269555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.377528394430186, tolerance: 2.07158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.26758784477646, tolerance: 1.8609200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.75415988437169, tolerance: 2.6020987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.69379710587013, tolerance: 2.0236387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.3478622783511, tolerance: 2.34508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.0302140280873, tolerance: 1.448075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.90104829257649, tolerance: 2.30753875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.65740996936549, tolerance: 2.64459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.88570134302646, tolerance: 1.9295887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.711126157694387, tolerance: 1.3397387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.069137758074774, tolerance: 1.7690687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.09498292764136, tolerance: 2.10833875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.049743670691225, tolerance: 2.26044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.453836099236426, tolerance: 2.4219387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.90533463417255, tolerance: 1.7312387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.921791668379036, tolerance: 1.43398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.709117525165965, tolerance: 1.71619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.034167662415165, tolerance: 1.3940387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.540036051344337, tolerance: 1.478075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.571141419379106, tolerance: 1.9350387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.26495888953906, tolerance: 2.007795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.02470347108257, tolerance: 1.779355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.128962703006337, tolerance: 1.62696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.336453221542406, tolerance: 1.8867550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.201529977755634, tolerance: 2.0857550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.52696167269296, tolerance: 2.1973949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.6133326534924, tolerance: 1.67269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.392841438218234, tolerance: 1.8199387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.427092366290005, tolerance: 2.003155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.5031303020989, tolerance: 1.9259887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.265555305779195, tolerance: 2.03949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.09005011165033, tolerance: 1.82532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.92188093483197, tolerance: 1.7643549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.448649522732307, tolerance: 1.99763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.70585414387529, tolerance: 1.8820799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.359591857863503, tolerance: 1.94278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.24260360093907, tolerance: 2.24024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.96036840432092, tolerance: 1.875595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.060673382467058, tolerance: 1.953955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.332891651094734, tolerance: 2.0228487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.365714882501578, tolerance: 1.70784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.606082183503155, tolerance: 2.2971887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.457874839848962, tolerance: 2.0228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.303814382100885, tolerance: 1.77289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.534752157819803, tolerance: 2.3304750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.539597541626726, tolerance: 1.71809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.160066330670873, tolerance: 2.036955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.19277778290185, tolerance: 1.98419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.854757486418873, tolerance: 1.6282799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.68084087298235, tolerance: 2.2306799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.198774341545402, tolerance: 2.2543687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.564664701233113, tolerance: 2.4705987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.41859773777798, tolerance: 2.06478875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.721516059233664, tolerance: 2.3688987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.997400575720164, tolerance: 1.9091887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.805827211060596, tolerance: 1.85394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.7224396019119, tolerance: 1.8497000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.33776208838954, tolerance: 1.46692
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.10416171707619, tolerance: 1.5619200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.592011303837594, tolerance: 1.5269387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.88342975949763, tolerance: 2.3941950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.91331232921935, tolerance: 2.05302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.571889823056626, tolerance: 2.35949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.481573897921887, tolerance: 2.0885549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.009006358854432, tolerance: 1.7428200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.636283023752654, tolerance: 1.9687387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.39962987768045, tolerance: 2.22234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.130450440195055, tolerance: 2.7636200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.67775551894846, tolerance: 2.40422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.212709602933593, tolerance: 1.47698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.09356804583691, tolerance: 1.8455200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.895591090754493, tolerance: 2.0348687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.99900093640596, tolerance: 1.80801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.07063988185971, tolerance: 2.01719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.99973880631213, tolerance: 2.0960799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.55567737662784, tolerance: 2.28869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.818082856367344, tolerance: 1.6103687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.7415545781595, tolerance: 2.4125550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.638145952649523, tolerance: 1.6229187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.09429156958473, tolerance: 2.775995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.71769231120634, tolerance: 2.2595199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.58059263533678, tolerance: 2.14989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.954934796605343, tolerance: 2.5034187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.296869865554086, tolerance: 2.10389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.196136050339852, tolerance: 2.104755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.174910977441748, tolerance: 2.385875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.81382520667832, tolerance: 2.4415
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.84294775056639, tolerance: 2.47149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.35408792346821, tolerance: 2.39262
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.037424727900564, tolerance: 2.13889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.075808788267203, tolerance: 1.98744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.04824352734035, tolerance: 2.89068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.839102668675599, tolerance: 1.57678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.91613303421393, tolerance: 2.2423200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.80617443098451, tolerance: 2.3794750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.486606223318947, tolerance: 2.204395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.712220655613457, tolerance: 2.34312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.704609369390646, tolerance: 1.85598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.302955829867543, tolerance: 2.14708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.63210081658984, tolerance: 2.418155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.41141307023093, tolerance: 2.4636487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.795664157936166, tolerance: 2.01883875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.488584817701415, tolerance: 2.1775549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.015894120967513, tolerance: 2.0518487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.117170630587125, tolerance: 2.384475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.108583686720728, tolerance: 2.24534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.37053102639736, tolerance: 2.473395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.271681695655715, tolerance: 2.24466875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.38393615282842, tolerance: 1.8369550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.296217974386437, tolerance: 2.1075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.534503265048688, tolerance: 1.8317799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.860538303017584, tolerance: 1.2059187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.260495768482173, tolerance: 1.99064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.422837514466515, tolerance: 2.60276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.208612622469317, tolerance: 1.9983199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41641273586371, tolerance: 1.95209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.895217774232197, tolerance: 1.8811487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.00599363999005, tolerance: 1.8811487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.707104090619172, tolerance: 2.227395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.988828580095316, tolerance: 2.1866487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.338068186571945, tolerance: 1.9943949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.79893964420121, tolerance: 1.88083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.38421628065457, tolerance: 1.553795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.55333798903759, tolerance: 1.7089949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.237020387872995, tolerance: 1.911875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.81356351242951, tolerance: 2.4678200000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.791850639295497, tolerance: 1.91374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.035366373318695, tolerance: 2.175755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.751105049535052, tolerance: 2.0683387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.43992102639922, tolerance: 2.32069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.49359204940204, tolerance: 1.693755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.975081519728917, tolerance: 2.03632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.04796417221312, tolerance: 2.06318875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.19581126635778, tolerance: 2.2167799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.591161195377765, tolerance: 1.78884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.322113641789826, tolerance: 2.019795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.692381048874463, tolerance: 1.59073875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.41589568205457, tolerance: 2.65789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.000532605906997, tolerance: 1.7759487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.861984860662574, tolerance: 2.401795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.671291400708693, tolerance: 1.73149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.43906967170761, tolerance: 2.231395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.593647775770293, tolerance: 2.15253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.29160885150951, tolerance: 1.8619487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.811809215734048, tolerance: 2.1477487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.277276795338594, tolerance: 2.3309
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.17090870438195, tolerance: 1.77096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.800523823667938, tolerance: 1.338475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.85541671949189, tolerance: 1.8615387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.230576009167567, tolerance: 1.613675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.002589079765123, tolerance: 2.0746687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56972875014929, tolerance: 1.60932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.769667144677825, tolerance: 1.7772887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.46333707064456, tolerance: 2.24142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.779917928734054, tolerance: 1.6137949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.18500037207287, tolerance: 2.0991549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.99881487586334, tolerance: 1.72479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.63698380380907, tolerance: 1.622955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.12904438067504, tolerance: 2.32674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.010271566260116, tolerance: 1.93826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.341304224170948, tolerance: 1.71569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.735954468723545, tolerance: 1.6628487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.347369405128738, tolerance: 1.7087949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.861172457544562, tolerance: 1.3519387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.55088552785648, tolerance: 1.7390750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.860140232236674, tolerance: 1.9475800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.276831278174143, tolerance: 1.5545200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.580029263029363, tolerance: 1.7471550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.401044792344557, tolerance: 1.4917200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11037932985065, tolerance: 1.9153887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.629790966464554, tolerance: 1.8973187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.863521310625302, tolerance: 1.47209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.561758940840864, tolerance: 1.8875800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.29419287195532, tolerance: 2.01288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.244906058164645, tolerance: 1.971475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86168222910242, tolerance: 1.7563187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.792333722868626, tolerance: 1.46678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.529970087488888, tolerance: 1.8438200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.73051802325284, tolerance: 2.03238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.15462304856842, tolerance: 1.60508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.334120740386474, tolerance: 1.15698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.290510175622117, tolerance: 1.89374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.543341390607388, tolerance: 1.64746875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.31394259032004, tolerance: 1.7089950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.01208706345524, tolerance: 1.9856200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.61476080089261, tolerance: 1.803595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.10672859504598, tolerance: 2.2358000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.6149887675737, tolerance: 1.9838799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.068837762072572, tolerance: 1.8547949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.091011139040603, tolerance: 1.766955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.407640322641804, tolerance: 1.38601875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.227081784139564, tolerance: 1.372755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.343347940613448, tolerance: 1.73764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.771516349463305, tolerance: 1.7810887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.523409959844532, tolerance: 1.72101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.50603759590292, tolerance: 1.8916187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.686660087125844, tolerance: 1.5187949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.550854599739566, tolerance: 1.8346887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.70274235877795, tolerance: 2.3705387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.697803508472234, tolerance: 2.0016000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.879256892537335, tolerance: 1.62772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.991303497387925, tolerance: 1.8155200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.983256790482972, tolerance: 1.60673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.745886708177935, tolerance: 2.00978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.044978699138305, tolerance: 1.8238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.887308107937574, tolerance: 1.49433875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.96756583617472, tolerance: 1.40354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.9229179412663, tolerance: 1.24824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.798957460101285, tolerance: 1.593395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.833449647679384, tolerance: 2.46492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.438220443156986, tolerance: 2.00263875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.63432497391529, tolerance: 1.3485550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.819427197967698, tolerance: 1.57328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.14178998459043, tolerance: 2.0905800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.12269199144601, tolerance: 1.839555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.85731390507036, tolerance: 1.61548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.483375973985616, tolerance: 2.3563800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.691162727038936, tolerance: 1.35444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.77418638484274, tolerance: 1.41172
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.552265748440753, tolerance: 1.5976750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.6062050600419, tolerance: 1.7597887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.199155777208457, tolerance: 1.5085987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.945218931506943, tolerance: 2.15688875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.860716480143772, tolerance: 1.53968875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.771060266741607, tolerance: 1.5813800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.268430274302364, tolerance: 1.7853949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.06370666720376, tolerance: 2.01974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.015550431143737, tolerance: 1.6844387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.55610662152835, tolerance: 1.90589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.871519963234995, tolerance: 1.9176000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.817250327173426, tolerance: 1.94356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.982128339113235, tolerance: 1.8092387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.83467414116975, tolerance: 1.5673949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.722750038298607, tolerance: 1.30678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.57595330390396, tolerance: 1.574395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.436639551428986, tolerance: 1.62348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.066632029675404, tolerance: 1.9872687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.57012054513932, tolerance: 1.940755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.93220812738162, tolerance: 1.76678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.55769452095749, tolerance: 1.38444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.08623565301871, tolerance: 1.77653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.24068047675154, tolerance: 1.742075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.808180170615344, tolerance: 1.63998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.78099309688123, tolerance: 1.92764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.515224813766515, tolerance: 1.75624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.087929199689135, tolerance: 1.352475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.466702297173317, tolerance: 1.26288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.016738629199654, tolerance: 1.43238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.16558068545249, tolerance: 1.12932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.277794604402683, tolerance: 1.8214887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.670944876236135, tolerance: 1.8003949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.901091709372125, tolerance: 1.761555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.23620789696806, tolerance: 1.77618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.267744570745986, tolerance: 1.62594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.28899481253082, tolerance: 2.10244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.67346465865196, tolerance: 1.52018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.958771942782633, tolerance: 1.09754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.82806365228023, tolerance: 1.8485887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.458052858411982, tolerance: 1.658355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.023792337378026, tolerance: 1.8415200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.965890057848956, tolerance: 1.37611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.5163080196092, tolerance: 1.79209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.3126334896872, tolerance: 1.9533949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.719873981292874, tolerance: 1.38728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.534766793158045, tolerance: 2.0086387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.626334906728397, tolerance: 1.3303200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.623929980029533, tolerance: 1.64491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.39404942639259, tolerance: 1.85344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.521306995925894, tolerance: 2.1363549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.912958645666336, tolerance: 1.60693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.5830584193552, tolerance: 1.59978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.551450858509092, tolerance: 1.1878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.331844813593133, tolerance: 1.8889550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.04137746595707, tolerance: 1.667275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.002875795961558, tolerance: 1.48428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.504426310451144, tolerance: 1.7875949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.416514427577457, tolerance: 1.6162200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.416269369770447, tolerance: 1.41773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.929819087508328, tolerance: 1.7022387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.310356484439097, tolerance: 1.75509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.202640494365273, tolerance: 1.10273875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.508067071389146, tolerance: 1.74973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.55774167505228, tolerance: 1.54552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.998293999510015, tolerance: 1.768155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.921929597494819, tolerance: 1.4655
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.112297442372146, tolerance: 1.7802487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.85729201336666, tolerance: 1.7955949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.632659917453246, tolerance: 1.5673387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.14785986430968, tolerance: 1.3348200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.064422898610047, tolerance: 1.9477550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.935630858147448, tolerance: 1.6397887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.61026765774122, tolerance: 2.2682800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96916123547874, tolerance: 1.84336875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.139048919896524, tolerance: 2.3755687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.666033206573982, tolerance: 1.693675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.64627971297052, tolerance: 1.5549887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.466956307454186, tolerance: 1.9399887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.982231442315564, tolerance: 1.471755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.868572862050483, tolerance: 1.58248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.071482421357572, tolerance: 1.25614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.437001396698616, tolerance: 1.41388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.295276140652305, tolerance: 1.5408000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.46765564761938, tolerance: 1.9308487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.59169469098989, tolerance: 1.38388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.556789576897756, tolerance: 1.456
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.5701605902253, tolerance: 2.21761875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.146347763348611, tolerance: 1.3817000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.18628368219762, tolerance: 1.7556799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.784077352767984, tolerance: 1.82899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.813421230528476, tolerance: 1.80929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.896765676266197, tolerance: 1.6656887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.715032279110275, tolerance: 1.6097387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.988580904994354, tolerance: 1.6013950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.178656247131755, tolerance: 2.03514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.899492536167072, tolerance: 1.4835
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.27682878063117, tolerance: 1.65982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.063014821998049, tolerance: 1.57939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.726395664760584, tolerance: 1.51788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.528418639164645, tolerance: 1.7629487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.078218298186876, tolerance: 2.0658000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.859819018635948, tolerance: 1.241675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.4667610833381, tolerance: 1.79068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.80769654794038, tolerance: 1.24238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.2951650035971, tolerance: 2.00873875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.440655434148495, tolerance: 1.36779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.476890546564501, tolerance: 1.4916
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.068241149674776, tolerance: 1.647675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.09191117040702, tolerance: 1.59322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.413742967935903, tolerance: 1.39858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.072370664220564, tolerance: 1.77482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.56246739704013, tolerance: 1.600995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.32830534131181, tolerance: 1.6981487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.620882600100288, tolerance: 1.53676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.600429443243794, tolerance: 2.21198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01703679777563, tolerance: 1.7745487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.234842706897936, tolerance: 1.4935387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.728549220861172, tolerance: 1.55718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.150627655275493, tolerance: 1.8736987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.940425449596187, tolerance: 1.30414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.783509726648948, tolerance: 1.3823200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.105782935919343, tolerance: 1.6119387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.596479209382775, tolerance: 1.7677987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.946122301547305, tolerance: 1.500355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.90605442704112, tolerance: 1.9262387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.831170233333147, tolerance: 1.9210200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70248746415476, tolerance: 1.6983949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.953650904797717, tolerance: 1.73531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.18043899653079, tolerance: 1.9956487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.82659759785429, tolerance: 1.733355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.6522721596517, tolerance: 1.8101949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.960681673967994, tolerance: 2.0371187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.10026908820444, tolerance: 1.7144387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.367544657437318, tolerance: 1.62954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.97937156271797, tolerance: 1.80302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.518716861419954, tolerance: 1.792995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.355924155218023, tolerance: 2.22358875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.212729482559107, tolerance: 1.9293887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.755926503764009, tolerance: 1.5815987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.960172304949438, tolerance: 2.02428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.345334652213978, tolerance: 2.194555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.11303743776017, tolerance: 2.030995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.77146003156679, tolerance: 1.9372887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.51668159975809, tolerance: 1.8009387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.38077968890762, tolerance: 2.07282
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.492048692748376, tolerance: 1.6461687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.24300934118493, tolerance: 1.71824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.676885521993892, tolerance: 2.0197800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.55864015658055, tolerance: 1.62969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.789293725506433, tolerance: 1.82856875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.89560022161013, tolerance: 1.9665549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.777194883626297, tolerance: 2.096195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.921028636088746, tolerance: 2.79703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.080374044942626, tolerance: 1.94749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.635765499286762, tolerance: 1.8805387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.23006995794136, tolerance: 1.9147387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.754586981793194, tolerance: 2.021155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.312472004298122, tolerance: 1.9990387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.74103974106698, tolerance: 2.40576875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.85628264452427, tolerance: 1.8161200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.67318681281453, tolerance: 1.51938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.547866793125579, tolerance: 1.724395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.873431674078798, tolerance: 2.13833875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.987425552437916, tolerance: 1.5297887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.304159227454637, tolerance: 1.9584200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.073348996439588, tolerance: 2.0565
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.562980729320323, tolerance: 1.61713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.179161068635754, tolerance: 1.79171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56598625445644, tolerance: 1.64948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.595746778712519, tolerance: 2.045795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.846687855989884, tolerance: 2.23278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.59661474635406, tolerance: 2.17018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.947861619143167, tolerance: 2.1567950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.439260761577458, tolerance: 2.0439549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.368811913171236, tolerance: 2.34743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.267589734171075, tolerance: 2.29239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.321436759636832, tolerance: 1.715875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.689234044090917, tolerance: 1.8887799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.50286507631549, tolerance: 1.9528750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.37233876554316, tolerance: 2.30538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.17347095731003, tolerance: 1.926555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.303549678613159, tolerance: 1.9703487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.80082692249261, tolerance: 2.01542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.960904188391442, tolerance: 1.90084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.522268221705964, tolerance: 1.5767550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.43772469341377, tolerance: 2.09079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.845606144582469, tolerance: 1.97569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.505782246996798, tolerance: 1.44573875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.956476679645895, tolerance: 2.1102799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.78742247333532, tolerance: 1.6827800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.916887047015056, tolerance: 1.8531949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.224786829356422, tolerance: 1.966395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.510636772801313, tolerance: 2.29404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.601844622253598, tolerance: 2.3047549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.04198689305036, tolerance: 2.39042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.941159279100116, tolerance: 1.9099949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.93087525110802, tolerance: 1.90079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.428879832314077, tolerance: 1.80001875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.73080702940517, tolerance: 2.176795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.722588754581935, tolerance: 1.9387487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.210173656009985, tolerance: 1.875555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.633383582307655, tolerance: 1.8449949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.081756071842623, tolerance: 1.62909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.498893141239705, tolerance: 2.39162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.662083189320013, tolerance: 1.419995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.49199756125769, tolerance: 2.1527799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.962496117307246, tolerance: 2.38038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.363736107276004, tolerance: 1.7625799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.856421737684386, tolerance: 1.82049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.995443807031904, tolerance: 1.9128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.89965268560281, tolerance: 1.77944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.122097481877802, tolerance: 1.3422800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.51672866729378, tolerance: 2.0364750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.80840806727067, tolerance: 1.99331875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.86200721871252, tolerance: 2.0239200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.824074920795432, tolerance: 2.29218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.752828405114732, tolerance: 1.8675387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.399062623595164, tolerance: 2.2633799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.156129288061102, tolerance: 1.457475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.670451757090362, tolerance: 2.08328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.61695489313964, tolerance: 2.3773199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.35781202369272, tolerance: 1.56473875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.453455034623566, tolerance: 2.0341800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.62078012371379, tolerance: 2.2019949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.372144842109318, tolerance: 1.8083387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.26638598215793, tolerance: 2.12503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.084477911270522, tolerance: 1.744355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.750481327518685, tolerance: 1.4653200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.587539173706958, tolerance: 1.7751550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.026047260042542, tolerance: 1.9816
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.286609135164596, tolerance: 1.7178887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.767986470067598, tolerance: 1.8801550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.231502082769968, tolerance: 1.71976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.32829751753149, tolerance: 2.35583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.29582438497804, tolerance: 1.92641875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.114945292747624, tolerance: 1.9881199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.917162849808346, tolerance: 2.05319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.127037900949304, tolerance: 1.7898987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.834954724885204, tolerance: 2.2361887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73763256304826, tolerance: 2.123595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.154536368287907, tolerance: 1.8572000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.8313125349979, tolerance: 1.61598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.64976484336706, tolerance: 1.98832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.928397439366822, tolerance: 2.36448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.790819734743607, tolerance: 2.07322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.78543526383461, tolerance: 2.08918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.230169733241706, tolerance: 2.13889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.068048278754194, tolerance: 1.70403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.935206500139746, tolerance: 1.8367887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.803417744473094, tolerance: 2.26313875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.318534773294072, tolerance: 1.59686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.06757507822995, tolerance: 2.1224799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.823469952694445, tolerance: 1.5279200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.198599121920957, tolerance: 2.3251487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.584148566913036, tolerance: 1.64024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.074294476490333, tolerance: 1.70029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.902012643463104, tolerance: 1.40096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.480618650436075, tolerance: 2.00592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.919625774948056, tolerance: 1.8803687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.570635546129537, tolerance: 2.7287487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.140449557897462, tolerance: 2.418995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.511839625753613, tolerance: 2.273755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.42012434794721, tolerance: 1.636995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.950903123777609, tolerance: 2.04454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.212365615031484, tolerance: 1.9615200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.721531654995125, tolerance: 1.5771000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.33418294421988, tolerance: 1.784955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.052012730260678, tolerance: 2.0387549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.753248184191303, tolerance: 2.39179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.788547346357063, tolerance: 1.8603200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.06501496926938, tolerance: 1.5855887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.87163312591869, tolerance: 1.7651887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.45463887624236, tolerance: 1.8271000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.18893891015951, tolerance: 2.27129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.08501374464992, tolerance: 2.2984
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.547813921984503, tolerance: 2.2143949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.052125350448634, tolerance: 1.6692799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.985890640422614, tolerance: 1.88219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.498302696330278, tolerance: 1.5723387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.413011771716548, tolerance: 1.89788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.881526539506766, tolerance: 2.1053949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.794730567799014, tolerance: 2.20158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.48275225232998, tolerance: 2.4323487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.93332896111136, tolerance: 2.1629487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.957277395844628, tolerance: 2.30388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.176775179364427, tolerance: 1.7349687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.65964754537509, tolerance: 1.88578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.130471475456588, tolerance: 1.6131487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.245239604131417, tolerance: 1.72422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.73291280510747, tolerance: 2.282555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.501063400610656, tolerance: 2.02062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.152063900804432, tolerance: 1.799955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.222060593567875, tolerance: 2.3650200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.78166005447989, tolerance: 1.8577387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.101173806996552, tolerance: 2.07688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.771229778170778, tolerance: 2.06248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.342636088615487, tolerance: 1.603355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.871035777703764, tolerance: 1.6308887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.874758269625971, tolerance: 2.474195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.376268529372897, tolerance: 2.25389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.85243903220531, tolerance: 1.82696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.98985799132759, tolerance: 2.2073487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.569880005403585, tolerance: 1.6707987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.861043469684663, tolerance: 2.001955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.68759184822039, tolerance: 2.36233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.578213333331185, tolerance: 2.1145199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.59491274533634, tolerance: 1.8749987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01395948151227, tolerance: 1.845755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.05717358959571, tolerance: 1.7050887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.94507747148809, tolerance: 1.63648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95015566403208, tolerance: 1.436955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.605770959314164, tolerance: 1.1812387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.252550039262644, tolerance: 1.8256750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.4796788952507, tolerance: 1.8513550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.55438397357708, tolerance: 2.09638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.015880518758927, tolerance: 1.7713550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.268036999675093, tolerance: 1.43778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.582338744503417, tolerance: 2.17294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.62475009742787, tolerance: 1.7025487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.2272703754198, tolerance: 2.0545487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.31783634092806, tolerance: 1.5949950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.117204632791378, tolerance: 1.8452887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.664665829386692, tolerance: 2.1429487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.403890901547243, tolerance: 2.012875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.40989453594414, tolerance: 1.9949199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.81900375009999, tolerance: 2.07526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.464723986240248, tolerance: 2.4949000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.461264283628385, tolerance: 2.20902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.131554042339108, tolerance: 1.8816387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.65614873142903, tolerance: 1.58234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.632149009144285, tolerance: 2.40666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.22023505349978, tolerance: 1.9306
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.578859127010517, tolerance: 1.5188887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.78459377195155, tolerance: 1.29811875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.15600808561811, tolerance: 1.56274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.74448628454844, tolerance: 1.976395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.233035278309806, tolerance: 2.028755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.6597070936542, tolerance: 1.6737487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.898268304231038, tolerance: 1.9065487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.94931011577794, tolerance: 1.7329949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.3982484249307, tolerance: 2.24356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.355901563095188, tolerance: 1.45104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.180607719158946, tolerance: 1.4425200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.45923998080114, tolerance: 1.8507887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.272731002855613, tolerance: 1.2128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.719165426733095, tolerance: 1.9479949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.549670683563626, tolerance: 1.6563949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.055807580243943, tolerance: 1.76243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.303889007189536, tolerance: 1.84208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.33984941526742, tolerance: 1.65762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.672744241559883, tolerance: 1.77
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.980073220193336, tolerance: 1.8942987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.914267436810132, tolerance: 1.6042200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.861989614164454, tolerance: 1.540675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.93269218000411, tolerance: 2.07019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.797689081169317, tolerance: 1.7308687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.97188154718264, tolerance: 1.7407387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.854079399935344, tolerance: 1.6884887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.283121214198456, tolerance: 1.8978799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.43708070589141, tolerance: 1.89962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.838391786449932, tolerance: 2.3469887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.97612992455681, tolerance: 2.00498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.819131578483592, tolerance: 2.06349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.173846961447037, tolerance: 1.81423875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.663538205965956, tolerance: 2.1571487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.342517618933563, tolerance: 1.53618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.8215178748688, tolerance: 1.5690799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.66937156515897, tolerance: 2.05376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.367020363403483, tolerance: 2.2932887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.304683452815663, tolerance: 2.4451487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.907012399050743, tolerance: 1.8213949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.210238863092457, tolerance: 1.8732487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.16102811571004, tolerance: 1.8790387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.300836901742855, tolerance: 1.66654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.186147424377754, tolerance: 1.5659887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.435188498910247, tolerance: 1.7167000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.225661745895476, tolerance: 1.8885887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.287473450718572, tolerance: 2.18318875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.187103594562686, tolerance: 1.55509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.254066100814867, tolerance: 1.9315987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.368064036153818, tolerance: 1.7290487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.07286996802955, tolerance: 1.804355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.454572187314074, tolerance: 1.9293200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.134514184819338, tolerance: 1.86964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.52069370646521, tolerance: 1.816555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.48431852148439, tolerance: 2.09543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.70869053616061, tolerance: 1.98194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.97445593186999, tolerance: 2.3086687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.936149498995412, tolerance: 1.9476987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.642145217079165, tolerance: 2.2028887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.677986881622537, tolerance: 1.8139950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.650604627902624, tolerance: 1.9968200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.75744121688531, tolerance: 1.8477949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.66793749959793, tolerance: 1.7077950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.67132519346267, tolerance: 1.8110000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.24188772497739, tolerance: 1.9070987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.473847780767112, tolerance: 1.7030750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.403119702707635, tolerance: 2.21944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.792000604515337, tolerance: 1.88732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.391210360163292, tolerance: 1.8056200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.28997637359156, tolerance: 2.2965
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.555084581543696, tolerance: 2.06563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.842567235732716, tolerance: 1.9307387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.793409261389826, tolerance: 1.70973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6688492591691, tolerance: 1.5717387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.134550654774035, tolerance: 1.7365987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.940030586080457, tolerance: 1.91914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.718993011388534, tolerance: 2.1974
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.601013787575777, tolerance: 1.9427949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.600602147930463, tolerance: 1.716275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.832561205777388, tolerance: 1.58453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.636005519312075, tolerance: 2.29698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.99242444542044, tolerance: 1.7917949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.099171694992048, tolerance: 1.7097200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.67430844305055, tolerance: 1.6869387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.167171328137222, tolerance: 1.8969949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.62486523985081, tolerance: 1.7605800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.974213236817008, tolerance: 1.9262750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.578948770585617, tolerance: 2.4877949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.994079090025902, tolerance: 1.91126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.823022170130184, tolerance: 1.9289887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.142497817768763, tolerance: 2.0178200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.013276890971476, tolerance: 1.65718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.36431115539073, tolerance: 2.2763887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8738412693118, tolerance: 2.60221875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.473175640076754, tolerance: 1.7679487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.94972374646014, tolerance: 1.87171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.86674457176695, tolerance: 1.62818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.550214704739986, tolerance: 2.11479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.342548872151806, tolerance: 1.8810887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.08421679264279, tolerance: 1.7173949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.670901455444568, tolerance: 1.8134000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.078636111326034, tolerance: 1.5593000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.24955781505695, tolerance: 1.99721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.664638306200594, tolerance: 2.33772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.179942256626338, tolerance: 1.45183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.853905399017341, tolerance: 1.8777387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.340160337140727, tolerance: 1.8005949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.619608156598265, tolerance: 1.5750987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.975226300327012, tolerance: 1.8581949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.470260657742106, tolerance: 2.3739487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.375868659918888, tolerance: 1.8845387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.382565835357838, tolerance: 1.8636487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.988866490131663, tolerance: 2.01113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.82843538611142, tolerance: 1.9506487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49123669575693, tolerance: 1.40723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.025423798271913, tolerance: 2.01198875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.255192723336506, tolerance: 1.7896387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.601647260708795, tolerance: 1.84679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.515386809499564, tolerance: 1.7533949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.565115936141728, tolerance: 1.58623875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.267155859095265, tolerance: 1.8845549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.408338728330627, tolerance: 1.68904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.122995978290984, tolerance: 1.78689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.478087810105187, tolerance: 1.47359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.711134975488815, tolerance: 1.839355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.60798357476086, tolerance: 1.27053875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.01293052173928, tolerance: 1.376755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.21083397479497, tolerance: 1.9125687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.8174225307478, tolerance: 1.596355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.04937034579536, tolerance: 1.041555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.69752781854186, tolerance: 1.2489387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.25441018509523, tolerance: 1.67179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.79643200597457, tolerance: 1.96449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.35632499294367, tolerance: 1.9977887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.122112618440045, tolerance: 1.4379949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.340342633712043, tolerance: 1.6755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.984786314930545, tolerance: 1.28252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.617957139624956, tolerance: 1.88319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.54566451137874, tolerance: 1.4615
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.006361419692674, tolerance: 2.09168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.957998037422797, tolerance: 1.83204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.786926054951042, tolerance: 1.6034000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.546485847312573, tolerance: 1.40628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.495403351077524, tolerance: 1.5556750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.802093867686729, tolerance: 2.13348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.59036279152144, tolerance: 2.13739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.791165804061734, tolerance: 1.25979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.953626355332077, tolerance: 2.0119200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.053817188506017, tolerance: 2.1501187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75946471663986, tolerance: 1.6868887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.377005936507345, tolerance: 1.871755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.258191699123621, tolerance: 1.549955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.067450336644459, tolerance: 1.805195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.480511048205553, tolerance: 1.67748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.16576797549321, tolerance: 1.793755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.04451532310127, tolerance: 2.03143875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.83806653226566, tolerance: 2.3708887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.206657337012928, tolerance: 1.623555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.928568846219783, tolerance: 1.4376187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.398974853992208, tolerance: 1.7330687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.693629239082036, tolerance: 1.83099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.90219459462147, tolerance: 1.9767799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.32138457378574, tolerance: 1.8715487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.089874982996644, tolerance: 1.87284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.078436012625247, tolerance: 1.63589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.52037301278451, tolerance: 1.7359550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.53505887416463, tolerance: 1.6807200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.885075001934773, tolerance: 1.8924387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.934880500464445, tolerance: 1.548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.18532071573294, tolerance: 1.5835949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.343438964118995, tolerance: 2.085555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.471641868399864, tolerance: 2.247995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.675164669049146, tolerance: 2.02422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.348077387057486, tolerance: 1.9325949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.346856241285138, tolerance: 1.59964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.59504411092699, tolerance: 1.59506875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.17719525765915, tolerance: 2.2591550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.995607225803095, tolerance: 1.9157887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.73399342279464, tolerance: 1.995875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.379368410161035, tolerance: 1.8841387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.191686328898054, tolerance: 1.8089387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.646819978558383, tolerance: 1.444155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11179270189455, tolerance: 2.17288875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.127640067300803, tolerance: 2.04599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.212904970504821, tolerance: 1.442155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.31932516690012, tolerance: 1.77341875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.466051875054502, tolerance: 1.87084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.49968252947037, tolerance: 1.4490687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.70343232239784, tolerance: 2.0652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.341922680274983, tolerance: 1.71578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.252787218746462, tolerance: 1.8222200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.168858628247527, tolerance: 2.0128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.119367143019113, tolerance: 1.859075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.764856475406507, tolerance: 1.574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.628082740485779, tolerance: 1.607795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.95707920729737, tolerance: 2.24341875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.918329210538868, tolerance: 1.6645687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.801168359087043, tolerance: 1.89533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.06460621381397, tolerance: 1.8687550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.766291630130247, tolerance: 1.19959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.63492667434783, tolerance: 2.43759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.834677672426594, tolerance: 1.63048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.559927510948732, tolerance: 1.9615800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.004189654060504, tolerance: 1.82818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.769805850256144, tolerance: 1.35762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.181988415733414, tolerance: 2.4502200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.338632947991385, tolerance: 1.4090799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.34577358284203, tolerance: 1.9552800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.398410810093072, tolerance: 1.3333949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.462827736579694, tolerance: 1.82129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.021869099970212, tolerance: 1.73958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.098854957315758, tolerance: 1.5825887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.969477988865489, tolerance: 1.44449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.923146634949394, tolerance: 1.4918387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.33290267237589, tolerance: 2.1127949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.695381309444368, tolerance: 1.7480487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.462696494098175, tolerance: 1.928595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.956291493210916, tolerance: 2.021955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.50232500296161, tolerance: 1.58428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.935845850232614, tolerance: 1.947475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.703228981778395, tolerance: 1.6799949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.952717694064614, tolerance: 1.6907200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.832209120707947, tolerance: 1.45418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.694708403007319, tolerance: 1.710155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.43242049188281, tolerance: 1.8584
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.884686710577625, tolerance: 1.8587387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.389118449912113, tolerance: 1.340875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.16548821090791, tolerance: 1.59934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.50745982418532, tolerance: 1.842755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.507712823570444, tolerance: 1.9423887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.483204844223316, tolerance: 1.9236799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.5877369783107, tolerance: 2.27124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.530394629508214, tolerance: 1.8409887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.96657717732964, tolerance: 1.9498487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.08352575363766, tolerance: 1.5709549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.016823660468088, tolerance: 2.337075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.23589240639543, tolerance: 1.711
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.089754808113945, tolerance: 1.9281949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.630785625512605, tolerance: 1.54984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.194912025347358, tolerance: 1.43278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.247303035696987, tolerance: 1.7392200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.3440849428297, tolerance: 1.7527549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.523779687254642, tolerance: 1.82654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.479317044250344, tolerance: 1.8128487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.538033777464708, tolerance: 1.55571875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.229833185219423, tolerance: 1.880195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.448205271551082, tolerance: 1.8633487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.234438953761135, tolerance: 1.90103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.269147921150697, tolerance: 1.724955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.88320958170624, tolerance: 1.52272
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.855731141269157, tolerance: 1.76108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.297040621240765, tolerance: 1.7013
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.29134912345799, tolerance: 2.1470987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.516618226913756, tolerance: 2.099795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.51579521429818, tolerance: 1.6996200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.60045384238966, tolerance: 1.922595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.152404063018054, tolerance: 1.66386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.177339504213155, tolerance: 1.89909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.04618659082402, tolerance: 1.8438750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.983482112560978, tolerance: 1.84241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.786771062369223, tolerance: 1.7888987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.53762392807115, tolerance: 2.2340750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.58793042174308, tolerance: 2.1006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.10816610939094, tolerance: 1.700155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.399546593199535, tolerance: 2.04359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.409917550305742, tolerance: 1.23274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.570586155615114, tolerance: 1.64114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.762724024438505, tolerance: 1.70051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.127274230716818, tolerance: 2.5521949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.156573031316299, tolerance: 1.8417949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.48535898735585, tolerance: 1.37959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.269300416769024, tolerance: 2.1400487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.241148657503608, tolerance: 1.888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.611731965115194, tolerance: 1.740755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.8056541829662, tolerance: 1.51514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.384205577964316, tolerance: 2.3895
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.994132988840352, tolerance: 1.45376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.327129723602436, tolerance: 2.04886875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.92988539276198, tolerance: 2.01379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.006938263804287, tolerance: 1.7739887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.533319803460707, tolerance: 1.6710799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.517676793781426, tolerance: 1.76052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.17354564254695, tolerance: 1.866475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.628230696055603, tolerance: 1.5332487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.614026764029386, tolerance: 1.64658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.547762456487243, tolerance: 1.1542387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.630020588282964, tolerance: 1.83088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.70119802862162, tolerance: 2.02953875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.405880232260376, tolerance: 1.9868200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.78116994917011, tolerance: 1.84419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.21931576605688, tolerance: 1.8825687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.136136384860272, tolerance: 1.653555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.073187568022107, tolerance: 1.74559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.787451094626817, tolerance: 1.85069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.033089327983074, tolerance: 1.82361875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.507750570921573, tolerance: 1.7630487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.23153875430859, tolerance: 1.9570887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.419589932035116, tolerance: 1.95784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.30086632919273, tolerance: 1.6040750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.65146410462906, tolerance: 1.779155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.094126859775063, tolerance: 1.90728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.20779116184979, tolerance: 1.4993987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.102732393535852, tolerance: 1.46184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.343804134634368, tolerance: 1.6952
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.622082652749064, tolerance: 1.7572
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.810488690874713, tolerance: 1.8305949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.547596970205795, tolerance: 1.655755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.404020496309265, tolerance: 1.9799487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.284625034741058, tolerance: 1.39153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.561960391287545, tolerance: 1.8551887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.372620564620632, tolerance: 1.56598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.014642808963568, tolerance: 1.37181875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.681591970889194, tolerance: 2.04724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.323888005837615, tolerance: 2.0349
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.878561716424079, tolerance: 2.0140000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.696887106147486, tolerance: 1.8971950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.01241645510986, tolerance: 1.5702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.423635282741554, tolerance: 1.9693549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.318130452814433, tolerance: 1.5914387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.903921623492572, tolerance: 1.33821875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.639895048311974, tolerance: 1.807155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.950425019129096, tolerance: 1.4227387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.936630156069157, tolerance: 1.7467487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.519412627504984, tolerance: 1.69782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.437181647808437, tolerance: 2.15209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.690256532831064, tolerance: 1.6274187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.691033898567007, tolerance: 1.7927487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.308177628159843, tolerance: 1.9998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.373010057549575, tolerance: 1.74422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.29189261493582, tolerance: 1.71534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.284611843272998, tolerance: 1.47498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.75501160942369, tolerance: 2.075395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.44922835472247, tolerance: 1.8902387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.418429182970005, tolerance: 2.0166487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.10620079976025, tolerance: 1.83514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.974550498078898, tolerance: 1.9549549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.05922283883591, tolerance: 1.80469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.543166363047694, tolerance: 1.471195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.03095327965194, tolerance: 1.501555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.473651156857855, tolerance: 1.8157200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.34474752154959, tolerance: 1.9196000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.582002410876903, tolerance: 1.7450799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.303046154984145, tolerance: 2.2915887500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.78069158105874, tolerance: 1.9226387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.339712399393342, tolerance: 1.56658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.346739420153792, tolerance: 1.62762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.927291940946734, tolerance: 1.4693887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.595287577129078, tolerance: 1.50022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.184491788139555, tolerance: 1.6409987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.003079464802354, tolerance: 1.62628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.889221056737503, tolerance: 1.6515800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.97633511349241, tolerance: 2.54748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.183195450766066, tolerance: 1.5259487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.089657686908886, tolerance: 1.8979800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.985081213041818, tolerance: 1.6294000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.594400330176962, tolerance: 1.50034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.096974828365406, tolerance: 1.61628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.235969332679808, tolerance: 1.48609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.88645175081582, tolerance: 1.78558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.23500647086877, tolerance: 1.79501875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.467049254792983, tolerance: 1.460355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.5122956559835, tolerance: 1.6083549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.258396344052294, tolerance: 1.7745887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70331176967876, tolerance: 2.059795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.5745120888744015, tolerance: 1.44649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.811812865056112, tolerance: 1.9080387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.442414239091702, tolerance: 2.005275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.08752125928223, tolerance: 1.77614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.897969617345357, tolerance: 2.0040387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.658986892567494, tolerance: 1.9972387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.143404692531139, tolerance: 1.9711887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.580886124336335, tolerance: 1.62666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.108615423186462, tolerance: 1.619555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.379278741133735, tolerance: 1.94189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.459731698141898, tolerance: 1.43908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.71531107918986, tolerance: 1.4419887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.919173817823538, tolerance: 1.62928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.76774692231728, tolerance: 1.72079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.61065164252532, tolerance: 1.83578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.76388403279755, tolerance: 1.8540687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.881261963906006, tolerance: 1.31411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.09500517716783, tolerance: 1.7266200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.829037352094574, tolerance: 1.77059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.754163785101365, tolerance: 1.64952
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.35538389799082, tolerance: 2.00932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.077148529932671, tolerance: 1.474475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.826833106923578, tolerance: 1.58669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.881979662431828, tolerance: 1.0649549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.682856063548028, tolerance: 1.3750387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.88743975398821, tolerance: 1.45209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.389630922643825, tolerance: 1.53038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.284866679700608, tolerance: 1.12934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.43244418760162, tolerance: 1.7997887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.159599493990495, tolerance: 1.793155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.51918621186341, tolerance: 1.81768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38870761256578, tolerance: 1.67539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.573085966626614, tolerance: 1.209955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.595305819010775, tolerance: 1.95549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.608748418471777, tolerance: 1.872355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.521972156718842, tolerance: 2.14522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.059670899602814, tolerance: 1.9103949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.822693956659133, tolerance: 1.5044387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.178207715040266, tolerance: 2.0894887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02281981962344, tolerance: 1.30508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.156000227062925, tolerance: 1.4285487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.630386105429505, tolerance: 1.7716200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.70452476651873, tolerance: 1.37981875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.386844113360063, tolerance: 1.6579949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.83501768835355, tolerance: 1.6743200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.204280818571693, tolerance: 1.6255949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.624177704879507, tolerance: 1.5307887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.828426387356494, tolerance: 1.6747199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.006312400906463, tolerance: 1.96468
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.292110789611577, tolerance: 2.18292
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.90081192110142, tolerance: 1.66701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.89133640390946, tolerance: 1.9827949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.654366565633662, tolerance: 1.6070200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.253068827966928, tolerance: 1.66888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.096308694154274, tolerance: 1.3423200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.623223761645946, tolerance: 1.70731875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.878742267564935, tolerance: 1.84854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.563091401223915, tolerance: 1.8421887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.292313962102185, tolerance: 1.76914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72802877019519, tolerance: 1.6709487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.490216194141667, tolerance: 1.51929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.309646063721745, tolerance: 1.3529200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.632196597368054, tolerance: 1.541875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.00433991564026, tolerance: 1.8847987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.463848117832718, tolerance: 1.29863875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.8755439848615, tolerance: 1.67504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.500323277235685, tolerance: 1.4133
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.217355036749417, tolerance: 1.67858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.10349544556331, tolerance: 1.56989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.148621972915873, tolerance: 1.98812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.326032697754737, tolerance: 1.8138687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.281017465016049, tolerance: 1.57153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.154807788556997, tolerance: 1.4921887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.860534161712625, tolerance: 1.838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.622670933418146, tolerance: 1.427395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.69367427245898, tolerance: 1.99198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.509286175810868, tolerance: 1.706595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.841960313335633, tolerance: 2.40413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.278553111452823, tolerance: 1.49598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56340235227419, tolerance: 1.7293987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.366715910635998, tolerance: 1.5190000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.528853782061308, tolerance: 2.218955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.05516429625223, tolerance: 1.90782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.034120571076922, tolerance: 1.716555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.495078921144096, tolerance: 1.7214987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.083735537480777, tolerance: 1.54328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.347046303949053, tolerance: 1.9809
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.011026601929643, tolerance: 1.370595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.915603170561713, tolerance: 1.9316487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.650010079796044, tolerance: 1.65734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.744530896452627, tolerance: 1.3528887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.77436492893068, tolerance: 1.7208750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.047806224910147, tolerance: 1.79046875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.22555790005119, tolerance: 1.5698687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.44496340027913, tolerance: 1.3173949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11897352984329, tolerance: 1.588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.27373818405058, tolerance: 1.66353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.908216531612444, tolerance: 1.68211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.891503337718834, tolerance: 1.69439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.258098138502394, tolerance: 1.8505487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.764328387314947, tolerance: 1.97416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.336085086039237, tolerance: 1.84264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.09992413305084, tolerance: 1.354395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.16754426251287, tolerance: 1.77291875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.914964175824649, tolerance: 1.28273875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.625829717530888, tolerance: 1.69101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.44912764514532, tolerance: 1.7005949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.30192765586821, tolerance: 1.75479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.617821657940038, tolerance: 1.464155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.13552247986734, tolerance: 1.9375
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.729838461110365, tolerance: 1.7505187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.93977564705717, tolerance: 1.6827387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.50970065765268, tolerance: 1.9127200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.525537842983693, tolerance: 1.43979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.424075835905757, tolerance: 1.497155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.748202603010473, tolerance: 1.9059949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.080279238581664, tolerance: 1.9787949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.6081629371485, tolerance: 1.5338200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.53598395962659, tolerance: 1.7016200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.45067647705487, tolerance: 1.82273875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.275582977842, tolerance: 1.4761
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.541904323018677, tolerance: 1.62789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.8594457991193, tolerance: 2.18769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.62040530400987, tolerance: 1.76274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.331901226358788, tolerance: 1.78453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.27889338394031, tolerance: 1.6816200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.32075081890731, tolerance: 1.745
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.275441145193431, tolerance: 1.3447200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.27612417273778, tolerance: 1.40784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.4036321413166, tolerance: 1.4857487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.973411416173896, tolerance: 2.0515950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.968134643105806, tolerance: 1.715275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.412266252360844, tolerance: 1.7768387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.58618373860222, tolerance: 1.8982200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.407779230787142, tolerance: 1.6718987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.01073738248169, tolerance: 1.9732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.022247127794575, tolerance: 1.8081387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.373342504697204, tolerance: 1.53079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.258338745540666, tolerance: 1.72622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.589169785548073, tolerance: 1.5431000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.512141398662244, tolerance: 1.5755949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.041909244098797, tolerance: 1.9581887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.288316490794504, tolerance: 1.8851549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.90853197439045, tolerance: 1.8631887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.00542731619015, tolerance: 1.511555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.143343091209438, tolerance: 2.0243800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.317814596141403, tolerance: 1.87409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.734588357865068, tolerance: 1.9222200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.799961571802324, tolerance: 1.7026750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.551196398763757, tolerance: 1.7554387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.406205644501213, tolerance: 1.57159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.662706405666555, tolerance: 1.356155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.908351475674603, tolerance: 1.28434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.985132116268904, tolerance: 1.9202200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.118030815186938, tolerance: 0.9166387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.030635630275274, tolerance: 1.29859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.742897897984713, tolerance: 1.6900887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.24697012614573, tolerance: 2.11476875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.755380098488505, tolerance: 1.91638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.307504135075114, tolerance: 1.6768687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.69235977983366, tolerance: 1.8680750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.381841843596623, tolerance: 1.6751
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.236441990000593, tolerance: 1.56236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.089159478291258, tolerance: 1.4902487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.967839824465717, tolerance: 1.68924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.783086847312918, tolerance: 1.61788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.97544871305918, tolerance: 1.8488187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.855820360623154, tolerance: 1.47959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.322413694344617, tolerance: 1.77184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.206150775327522, tolerance: 1.5059
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.468728479369105, tolerance: 1.63368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.023222384653884, tolerance: 1.951475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.060676023513995, tolerance: 1.9272200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.740652519203884, tolerance: 2.194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.427146606107716, tolerance: 1.42678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.915168211429695, tolerance: 1.90631875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.956738307977428, tolerance: 1.30673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.49851511611586, tolerance: 1.33053875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.181339728610414, tolerance: 1.7685487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.458299651766207, tolerance: 1.9923799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.245818235694117, tolerance: 1.8208000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72440554037599, tolerance: 1.647675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.67206535501866, tolerance: 1.7652887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.52743286109125, tolerance: 1.70428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.232728239020588, tolerance: 1.804755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.029827011289132, tolerance: 1.47528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.847785576565986, tolerance: 1.76339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.876183706152617, tolerance: 1.7077949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.957565794330893, tolerance: 1.9801487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.293635811764222, tolerance: 2.18543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.599161269744407, tolerance: 1.6574200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.77549001200705, tolerance: 1.87674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.506036563253467, tolerance: 2.169755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.066078190826081, tolerance: 1.33878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.39295148848084, tolerance: 1.8306987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.047723026622414, tolerance: 1.3700387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64037058358895, tolerance: 1.55486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.84653149554805, tolerance: 2.1108687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31063665859765, tolerance: 1.66564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.304135373055129, tolerance: 1.08628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.307458815333568, tolerance: 2.133955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.160499955912542, tolerance: 1.68078875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.3327828305582, tolerance: 1.6352200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.42627053415138, tolerance: 2.0692387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.65060786909382, tolerance: 1.72199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.584449477111779, tolerance: 1.41159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.73323250553144, tolerance: 1.74938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.501958352697415, tolerance: 2.3973799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.078668571722922, tolerance: 2.0605387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.010476436324392, tolerance: 1.63362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.574188278927647, tolerance: 1.54718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.15565643170264, tolerance: 1.84866875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.424910470689433, tolerance: 1.26148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.053229745664636, tolerance: 1.602755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.261120921190354, tolerance: 1.91188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.351139026284145, tolerance: 2.0575949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.816401268929987, tolerance: 1.9565000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.200458594750634, tolerance: 1.8191800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.612637240740282, tolerance: 1.32569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.57088495650807, tolerance: 2.1122387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.80347444719457, tolerance: 1.5398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.17689563196804, tolerance: 1.24254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.746324729282165, tolerance: 1.37564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.724202844636174, tolerance: 2.118675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.668489645791695, tolerance: 1.7028887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.734654249285516, tolerance: 1.0498387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.923644922723303, tolerance: 1.32149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.69021916663868, tolerance: 1.53418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.052807796099183, tolerance: 1.54102
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.27913899644692, tolerance: 1.781155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51632344657986, tolerance: 1.6228200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.570352395615405, tolerance: 1.32261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18844762550648, tolerance: 1.9190200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.93352982230189, tolerance: 1.85051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.315695126203522, tolerance: 1.6661949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.709203148657462, tolerance: 1.75028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.12560467504663, tolerance: 1.6345
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.093540943380418, tolerance: 1.7288887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.05419641450665, tolerance: 1.950195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.639952425330197, tolerance: 1.6488887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.951285090047227, tolerance: 1.66116875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.99009983761853, tolerance: 1.5043887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.05945479396798, tolerance: 1.78829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.50522125995697, tolerance: 1.42964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.53788729278414, tolerance: 1.077155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.55609771475408, tolerance: 1.547995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.186544798205446, tolerance: 1.9162200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.312702051658565, tolerance: 1.62069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.918883095817428, tolerance: 1.8449549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.687349051522148, tolerance: 1.68756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.75646744020602, tolerance: 2.11059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.645368740153188, tolerance: 1.60712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.620466981789766, tolerance: 1.439995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.557838388307719, tolerance: 1.8474000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.086139632177176, tolerance: 1.63544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.178304332911285, tolerance: 1.57961875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.924928856699353, tolerance: 1.60532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.954049650893687, tolerance: 1.3655187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.53079473629844, tolerance: 1.42439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.240630093793307, tolerance: 1.65231875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.113935339516768, tolerance: 1.60189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.006613003477502, tolerance: 1.43364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.382234667684607, tolerance: 1.4571550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.879876673314495, tolerance: 1.81768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.683981246120048, tolerance: 1.89588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.81005687738984, tolerance: 2.133155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.846910961589952, tolerance: 1.9027949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95053433286253, tolerance: 1.44793875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.616325423150176, tolerance: 1.9593950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.135880919188292, tolerance: 2.1194200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.134003542131195, tolerance: 1.5926200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.022498382257268, tolerance: 1.7644000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.51440489113069, tolerance: 1.7315200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.890879255625865, tolerance: 1.7439187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.60626142994443, tolerance: 1.6737887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.0054243564438, tolerance: 1.9624750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.273551768388373, tolerance: 1.80039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.171724853054776, tolerance: 1.5790000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.739661795697955, tolerance: 1.438955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.54748274965793, tolerance: 1.5819487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.16301145146031, tolerance: 1.8733950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.257166933832217, tolerance: 2.0329487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.56886581697201, tolerance: 1.63009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.205130882834766, tolerance: 1.42432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.815171695423945, tolerance: 1.62818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.705366784566838, tolerance: 1.83418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.411403107879593, tolerance: 1.30904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.082657734635923, tolerance: 2.29726875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.86000557703771, tolerance: 1.8319887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.15587537321617, tolerance: 1.340275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.982874232888857, tolerance: 1.6318750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.051335658820506, tolerance: 1.83819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.436010301135102, tolerance: 1.7363000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.74606204626462, tolerance: 1.6655487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.93261392506844, tolerance: 1.89944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.09328616197722, tolerance: 1.7435949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.208587875118347, tolerance: 1.5953950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.332728737078064, tolerance: 1.099995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.578088172865442, tolerance: 1.7233200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.732251348287313, tolerance: 1.7453387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.21566953833115, tolerance: 1.63811875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.674785284510495, tolerance: 2.33112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.544351638045697, tolerance: 1.46684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.025058440985903, tolerance: 1.4579887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.495570421430763, tolerance: 1.8409550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.02621443696734, tolerance: 1.14556875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.49116150994255, tolerance: 1.50882
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.721737388265286, tolerance: 1.73669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.39986802939867, tolerance: 1.4475550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.747944043374222, tolerance: 1.9505949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.47090036880089, tolerance: 2.34606875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.6037839805858, tolerance: 1.2845
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.027256543535845, tolerance: 1.88913875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.209390182217707, tolerance: 1.62318875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.49216778045883, tolerance: 1.77239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.986802511813686, tolerance: 2.2853549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.057728705064427, tolerance: 1.94589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.82110024779241, tolerance: 1.826555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.66314701578889, tolerance: 1.3599
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.47732794766533, tolerance: 1.8459200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.707176059552129, tolerance: 1.1751387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.418775861737906, tolerance: 1.812475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.911650316092523, tolerance: 1.6941549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.203652784485683, tolerance: 1.5522200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.677611399054836, tolerance: 1.7397987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.707382757985492, tolerance: 1.9919949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.34489478210157, tolerance: 1.7416200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.36509862646502, tolerance: 1.95901875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.935155088612753, tolerance: 1.92018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.282943294087698, tolerance: 1.95518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.182982529891547, tolerance: 1.49338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.151729020182803, tolerance: 1.643795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.196689513286913, tolerance: 2.045995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.68317682914532, tolerance: 2.0501799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.519501531560854, tolerance: 1.7597487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.643767625195544, tolerance: 2.07154875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.699214556362115, tolerance: 2.00988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.076362904380378, tolerance: 2.039955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.148763308337983, tolerance: 2.23733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.436197635751032, tolerance: 1.9602000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.93913257446336, tolerance: 2.15003875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.10170834031133, tolerance: 1.9661549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.66992246973862, tolerance: 2.102275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.704721152538916, tolerance: 1.5500887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.893059469030057, tolerance: 2.0765949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.336660338186686, tolerance: 1.84
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.078934921367264, tolerance: 2.19058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.81322861904396, tolerance: 2.36074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.545569183337193, tolerance: 2.1254
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.769050729037527, tolerance: 2.5959000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.00922430983813, tolerance: 1.72858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.312417002503722, tolerance: 1.1224
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.192277999671603, tolerance: 1.8220799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.124003876458097, tolerance: 2.109155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.68241459770087, tolerance: 2.0875549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.567986822588356, tolerance: 2.1892887500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.155328731450261, tolerance: 0.9653950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.768672003753046, tolerance: 1.6266387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.143822820572844, tolerance: 1.9443687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.357635374322445, tolerance: 2.49879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.194090374053268, tolerance: 1.444275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.032199833072987, tolerance: 2.06321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.26969571037734, tolerance: 1.8771949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.59570028394055, tolerance: 1.93328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.458575467769954, tolerance: 2.29713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05815200520972, tolerance: 2.33028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.419366166383774, tolerance: 2.3743487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71627045263464, tolerance: 1.663275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.049090656786694, tolerance: 1.51469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.6429380769228, tolerance: 2.1240487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.672505646303055, tolerance: 1.59334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.668290630326283, tolerance: 1.8217799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.89883644049679, tolerance: 2.284155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.129626923463203, tolerance: 2.152595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.692701142401173, tolerance: 1.8946387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.445208289010427, tolerance: 2.29398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.913597503682986, tolerance: 1.8987949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.64511004344652, tolerance: 2.35681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.83372954921761, tolerance: 1.9920387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.031364472901203, tolerance: 1.7131387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.465657950824388, tolerance: 1.895755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.070778695843153, tolerance: 1.62211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.448461796921755, tolerance: 2.3509949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.14737456123674, tolerance: 1.71986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.700236860753876, tolerance: 2.14979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.946995213055196, tolerance: 2.36193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.491030298577478, tolerance: 1.8730799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.22805051619269, tolerance: 2.50946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.21850513914346, tolerance: 1.7812387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.443698101358345, tolerance: 1.6628387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.6105186028562, tolerance: 2.10011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.170621628361282, tolerance: 2.4203949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.117556375263316, tolerance: 1.8413387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.60216604232512, tolerance: 1.7419887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.74846352369058, tolerance: 2.15094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.889713685291436, tolerance: 2.00929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.857586821065905, tolerance: 2.04011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.25768204652697, tolerance: 1.894355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.57195229252363, tolerance: 2.2344387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.847964691978913, tolerance: 1.91491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.936614711800292, tolerance: 1.6345
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.405541060359198, tolerance: 2.2321987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.13324784626766, tolerance: 1.87724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.883470475303675, tolerance: 1.7202487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.739272409869862, tolerance: 2.09593875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.28996036700616, tolerance: 2.066195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.580432029952988, tolerance: 1.90824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.068876088139618, tolerance: 1.804275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.471362073409054, tolerance: 2.22102
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.442619804732328, tolerance: 2.2999199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.993576110394343, tolerance: 1.6109887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.43945423391773, tolerance: 2.1622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.88284155998326, tolerance: 1.73596875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.273333864028215, tolerance: 2.186555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.95445047507614, tolerance: 2.05503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.008538003706668, tolerance: 2.000195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.570800365595918, tolerance: 2.09153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.704504581922606, tolerance: 2.0719549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9856289290929, tolerance: 1.673675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.792150488545012, tolerance: 2.07978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.330553219048468, tolerance: 1.8626800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.236736127704575, tolerance: 1.8337200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.20545666503663, tolerance: 1.8631487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25130758926136, tolerance: 2.407875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.01966997579904, tolerance: 2.0191549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.423117441258576, tolerance: 2.11278875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.509700324895778, tolerance: 2.35044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.60744217040692, tolerance: 1.6957800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.244010946973, tolerance: 1.952955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.570502462941477, tolerance: 2.314955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.956062002974804, tolerance: 1.86093875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.623064753921662, tolerance: 1.7269487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.6885610541126, tolerance: 1.89996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.943994677707707, tolerance: 2.10542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.335828107513464, tolerance: 1.83919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.713275162149223, tolerance: 1.8469
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.82446377458058, tolerance: 2.00233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41556472559918, tolerance: 1.68806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.025607718612896, tolerance: 2.29398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.692119234318017, tolerance: 1.63986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.641733936598676, tolerance: 1.8710387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.25016650126725, tolerance: 1.97169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.132242275761264, tolerance: 1.94878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.129208489691585, tolerance: 2.1680200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.505529455993777, tolerance: 2.199595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.44285656827818, tolerance: 2.0323949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.786538848861227, tolerance: 1.9335
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.14154460987204, tolerance: 2.205595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.336109909268746, tolerance: 2.0728750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.882904670403214, tolerance: 1.7949000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.441407529484582, tolerance: 2.0087949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.25287948332796, tolerance: 1.8257800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.34948008519805, tolerance: 2.1044750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.4683136775136, tolerance: 2.12534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.627487572417154, tolerance: 2.0244987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.760103751038, tolerance: 1.7622987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.770988406321408, tolerance: 1.6580750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.806099626088017, tolerance: 1.9784987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.887779533069054, tolerance: 1.8615000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.00754795876367, tolerance: 2.02089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.632849626180585, tolerance: 2.03143875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.483636416356063, tolerance: 1.8298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.86172213669447, tolerance: 1.9137887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.40940965787886, tolerance: 1.7921200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.862989731595093, tolerance: 2.2013000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.5803398416217, tolerance: 1.88788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73074850471378, tolerance: 1.801395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.953252492559653, tolerance: 1.968955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.13485450424163, tolerance: 1.9826387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.40595451889237, tolerance: 1.68558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.189362838957393, tolerance: 2.19742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.93749945443237, tolerance: 2.1389799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.253942686617282, tolerance: 1.7670687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.282506970060012, tolerance: 1.8347387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.94666986864134, tolerance: 2.26853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.81031390390457, tolerance: 1.8690387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37547014556492, tolerance: 2.2338799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.665221588589752, tolerance: 2.2399799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.658716636116598, tolerance: 1.53558875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.53519133119815, tolerance: 2.2493950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.517401026637856, tolerance: 2.0954800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.156773982871233, tolerance: 2.68269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.90877431146468, tolerance: 1.9026387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.89245968194124, tolerance: 2.15214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.4294655555437, tolerance: 2.5385487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.64802684545688, tolerance: 1.521155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.02545923459402, tolerance: 1.4046750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.648424604354716, tolerance: 1.8989949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.50001353198037, tolerance: 2.01469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.619892225340504, tolerance: 2.0119387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.828509861250087, tolerance: 1.9590887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.223736638601462, tolerance: 2.2661550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.874122693946422, tolerance: 2.50168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.466747439986953, tolerance: 2.02808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.20537757461715, tolerance: 2.1610750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.82219704293115, tolerance: 2.29739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.378713234582925, tolerance: 2.1501949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.999837204544797, tolerance: 1.8815800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.284040715142126, tolerance: 2.04154875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.029009810876065, tolerance: 2.2159549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.431546753571645, tolerance: 2.34636875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.507346122072928, tolerance: 2.2695887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.352081105084892, tolerance: 1.8241487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.46088000376074, tolerance: 2.3985550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.09964916015172, tolerance: 1.691555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.61461301399418, tolerance: 2.34792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.725450871116543, tolerance: 1.79319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.992131246718916, tolerance: 2.60298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.70819571906866, tolerance: 2.082195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.44456106639891, tolerance: 2.21402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.19550614463332, tolerance: 2.1163887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.875639507161466, tolerance: 1.4315950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.742052749091698, tolerance: 2.505355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.457864688644904, tolerance: 2.22942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.793402524668284, tolerance: 1.6462387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.12570836820767, tolerance: 1.8844750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.44661040219735, tolerance: 1.9051949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.108082212553533, tolerance: 1.55116875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.968304898817895, tolerance: 1.550155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.757730686605182, tolerance: 2.2843987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.807465965384697, tolerance: 1.23843875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.331415873647156, tolerance: 1.87594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.041179880030107, tolerance: 2.2287
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.50050785634908, tolerance: 2.0463
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.31026047592498, tolerance: 1.39909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.687815722439893, tolerance: 2.0937487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.834587069950768, tolerance: 2.2947387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.157434564012075, tolerance: 2.0666200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.550042240683677, tolerance: 1.9570487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49940434333623, tolerance: 2.0888987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.420467949167957, tolerance: 2.21244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.00601055781851, tolerance: 2.32171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.433542860051638, tolerance: 2.2681549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41711359664082, tolerance: 2.01276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.17745632227302, tolerance: 1.80948875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.644811623605927, tolerance: 2.2241987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.680358851762055, tolerance: 2.30492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.516446318488295, tolerance: 1.70318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.688821879843637, tolerance: 1.6425549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.51486234848165, tolerance: 1.8331949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.10041577161162, tolerance: 1.63213875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.599321874464174, tolerance: 1.622155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.213002339840237, tolerance: 1.8623200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.997565105247272, tolerance: 1.5855949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.395077619096586, tolerance: 1.878875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.616302914536124, tolerance: 1.9183949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.576860892684245, tolerance: 1.98963875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.20979887526843, tolerance: 1.6141487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.03625661049277, tolerance: 1.68634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.086295656930435, tolerance: 1.6752200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.233302104554326, tolerance: 2.045755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.642495512055866, tolerance: 2.043275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.640055699749906, tolerance: 2.039755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.418925551945879, tolerance: 1.6853550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.253259858830631, tolerance: 1.7983949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.170460795818475, tolerance: 1.5660200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.553731802341407, tolerance: 1.59654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.151660475700616, tolerance: 1.74576875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.183351356759331, tolerance: 1.64749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61506528437654, tolerance: 1.77988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.273585200507572, tolerance: 2.13273875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.704472455717045, tolerance: 1.5346799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.355918646110986, tolerance: 2.0950687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.29164674950824, tolerance: 1.555955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.872550423767798, tolerance: 1.590995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.503500277300999, tolerance: 1.9412800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.274677184841991, tolerance: 1.72839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.028395345216403, tolerance: 1.7805487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.99566484320503, tolerance: 1.501555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.56104777524258, tolerance: 1.4167200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.72904725432729, tolerance: 2.00922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.820741173701107, tolerance: 1.7462387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.002553688015379, tolerance: 1.7409487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.326201626971134, tolerance: 1.90038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.212138949306702, tolerance: 2.0797387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.22040185004367, tolerance: 1.7048200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.565438654103886, tolerance: 1.7158887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.34757142660384, tolerance: 1.9208200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.907117337087165, tolerance: 2.05184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.38904196968351, tolerance: 1.83099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.73180522983393, tolerance: 1.8863387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.311418248297315, tolerance: 1.58748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.215499419665868, tolerance: 1.9204799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.895096472756965, tolerance: 1.67936875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.358692778904803, tolerance: 2.0626200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.812500635552448, tolerance: 1.63134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.223656053014299, tolerance: 1.88759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.739098783842993, tolerance: 1.85303875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.833825882297882, tolerance: 1.97928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.673806925128165, tolerance: 1.8596987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.075529086945977, tolerance: 1.92248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.828999068467771, tolerance: 1.6227200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.73092608308157, tolerance: 1.8045950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.356617454692348, tolerance: 2.0359550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.429205018005426, tolerance: 1.704555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.10967248397559, tolerance: 2.0255987499999994
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.71749881341433, tolerance: 2.0868200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.009521595618013, tolerance: 1.1980887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.631645176983401, tolerance: 1.853355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.63965556073271, tolerance: 1.41578875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.610854752094784, tolerance: 1.7042887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.57321693799086, tolerance: 1.7151200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.945179659685746, tolerance: 2.0240750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.440252813936368, tolerance: 2.16988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.72300379870246, tolerance: 1.70898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.149663626515487, tolerance: 1.8530887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.507093651311356, tolerance: 1.6548487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.954053683501648, tolerance: 1.92268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.20198899330967, tolerance: 1.8207550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.80630556155933, tolerance: 1.8237
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.013995430229045, tolerance: 1.79072
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.82166172726327, tolerance: 1.4551200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.104609932253052, tolerance: 1.6358887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.540162364600167, tolerance: 1.17521875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.69094125376803, tolerance: 1.7839800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.160703903538256, tolerance: 1.692355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.906077684383584, tolerance: 1.9471950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.02674891219435, tolerance: 1.6047
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.257620632928347, tolerance: 1.5357549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.13464971625873, tolerance: 1.8969800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.799509428116242, tolerance: 1.9098487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.862686058789734, tolerance: 1.86264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.98253412694178, tolerance: 1.9685687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.950753142171775, tolerance: 1.6971687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.869383406030373, tolerance: 2.0699387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.69883444350088, tolerance: 1.590155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.207748019434337, tolerance: 1.799075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64678343007092, tolerance: 1.8515949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.916395648929967, tolerance: 2.1379
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.841698280173677, tolerance: 1.7193687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.089318696378207, tolerance: 1.76139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.098409160612572, tolerance: 1.35732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.873943510342695, tolerance: 1.8325187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.624066216766106, tolerance: 2.12899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.146845026627197, tolerance: 2.25828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.721017088999801, tolerance: 1.68959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.381273548799522, tolerance: 1.6835987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.771504805312738, tolerance: 1.6566750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.553389175875854, tolerance: 1.992355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.5849878712504, tolerance: 1.7705000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.233652883804737, tolerance: 2.07212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.277722943751968, tolerance: 1.61161875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.949168316473168, tolerance: 1.57326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.99563386518442, tolerance: 1.99809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.82751540407799, tolerance: 2.28896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.900193247131625, tolerance: 1.98918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.289423739189786, tolerance: 1.7572387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.44746236273937, tolerance: 2.5135199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.4056801037211, tolerance: 1.9518000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.213093165015632, tolerance: 1.93163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.276495308724092, tolerance: 1.697675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.36795078704039, tolerance: 1.6192487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.950266655896357, tolerance: 2.55222
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.04821507351573, tolerance: 1.667555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.641518276145398, tolerance: 2.00902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.561047921377344, tolerance: 1.9607200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.332505633984454, tolerance: 2.0132387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.2957922703866, tolerance: 2.1095949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.682357837307094, tolerance: 1.77198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.08262176787691, tolerance: 2.265395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.109426146953354, tolerance: 2.3979549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.666734745591816, tolerance: 2.0054487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.88784427288314, tolerance: 1.40402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.67873372139205, tolerance: 1.8404387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.354131039615257, tolerance: 1.82834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.476744651414325, tolerance: 1.65402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.631592170120676, tolerance: 2.2999199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.949945964731647, tolerance: 1.941675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.669952395082156, tolerance: 1.88798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.706023212778256, tolerance: 2.335875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.923412707602935, tolerance: 2.29916875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.033922710726426, tolerance: 1.5836200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.623539579238205, tolerance: 1.9270887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.359907478191072, tolerance: 1.8046799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.109095019854582, tolerance: 2.0013487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.923964527826428, tolerance: 1.6471550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.622592530145656, tolerance: 2.0530387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.11111664288133, tolerance: 1.9069949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.5279788828295855, tolerance: 1.5906799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.448505109407114, tolerance: 1.5678687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.246839780544866, tolerance: 1.5589949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.44794784859311, tolerance: 1.53199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.129293989535608, tolerance: 2.4957487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01789594716591, tolerance: 1.7394687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.721525217466805, tolerance: 1.68618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.380537317879067, tolerance: 1.9477987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.252848029677523, tolerance: 2.0321987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.873607360017274, tolerance: 2.3601199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.415372498782391, tolerance: 2.095755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.129057973666285, tolerance: 2.03606875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.870861071262137, tolerance: 2.143995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.014675433356897, tolerance: 1.80764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.463039313319115, tolerance: 2.0974387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.19321268910749, tolerance: 2.197075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.81611117927287, tolerance: 1.82019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.364119497861807, tolerance: 2.004555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11195693291944, tolerance: 1.8272487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.274916953383258, tolerance: 2.3244000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.426224765368946, tolerance: 2.61739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.32732427998937, tolerance: 1.95009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.15827075613408, tolerance: 2.56328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.03807150515878, tolerance: 2.74986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.19415875323455, tolerance: 2.50188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.576959761708626, tolerance: 1.7734987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.9266585346368, tolerance: 2.3104387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.840841818826163, tolerance: 2.07148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.840911816057226, tolerance: 2.1787199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.410618649147352, tolerance: 1.8489387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51178845168979, tolerance: 1.8657987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.888474447771213, tolerance: 2.043275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.639741478400378, tolerance: 1.8217949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.237633885844083, tolerance: 1.6839000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.39090161523563, tolerance: 1.957755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.74864605585603, tolerance: 1.819755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.9540549547252, tolerance: 1.89408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.297506814772996, tolerance: 1.9771949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.013364404724687, tolerance: 1.524755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.659477635462405, tolerance: 2.35622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.314160126151084, tolerance: 1.94451875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.936980881546077, tolerance: 1.58608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.139234239203667, tolerance: 1.84676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.581995696623137, tolerance: 1.82751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.638383009471983, tolerance: 2.8273550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.448550057641178, tolerance: 1.8651949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.800874436313876, tolerance: 1.8815387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.415429764508847, tolerance: 2.314955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.575973740452774, tolerance: 2.0592200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.549719539756424, tolerance: 1.8248987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.634612095186132, tolerance: 1.71138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.08694485793871, tolerance: 2.3475949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.15522059706761, tolerance: 2.0728750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.49783224589045, tolerance: 2.2058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.103026918622765, tolerance: 1.9189487500000004
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.957925813368043, tolerance: 1.6226387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.210838164230857, tolerance: 1.38454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.06745904807842, tolerance: 1.1507687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.817706245351403, tolerance: 1.6728750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.000260571832563, tolerance: 1.28663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.239228384391744, tolerance: 1.46314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.76571653521151, tolerance: 1.6595549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.984536876712536, tolerance: 1.2312750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.4081884414206, tolerance: 1.523995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.348945681645503, tolerance: 1.066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.098290197479201, tolerance: 1.07128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.399851882271328, tolerance: 1.7954200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.212584398855807, tolerance: 1.77443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.76483268425565, tolerance: 1.3683387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.842011900256928, tolerance: 1.222075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.214971041639885, tolerance: 1.474955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.168407077146465, tolerance: 1.6202200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.456052574770888, tolerance: 1.3009950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.033052713150873, tolerance: 1.40128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.756454892558573, tolerance: 1.83378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.49930180232243, tolerance: 1.895475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.293314773552247, tolerance: 1.2565887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.029426252431744, tolerance: 1.01928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.65004732034817, tolerance: 1.47268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.214533020654727, tolerance: 1.56149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04136928938465, tolerance: 1.282355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4706350395839607, tolerance: 1.41298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.114559572434494, tolerance: 1.75849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.05700020519795, tolerance: 1.710955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.468929313919666, tolerance: 1.520355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.948283894931457, tolerance: 1.9107887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.168443311287817, tolerance: 1.7079887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.658092111802496, tolerance: 1.6778887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.504899902727036, tolerance: 1.50968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.07642659693849, tolerance: 1.690755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.40891619888783, tolerance: 1.64854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.094408651568138, tolerance: 1.321155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.877586775399642, tolerance: 1.8782687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.86741115294429, tolerance: 1.79706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.29006491031055, tolerance: 1.9044687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.510768925762857, tolerance: 1.6413887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.917877781662519, tolerance: 0.90179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.870496815691144, tolerance: 1.68163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.48419006656639, tolerance: 2.18408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.87881152472189, tolerance: 1.45841875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.32241882122476, tolerance: 1.691475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.33858741104187, tolerance: 1.9010487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71849596976081, tolerance: 1.45199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.155093181720847, tolerance: 1.6190200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.450543633975407, tolerance: 1.57109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.760673738632367, tolerance: 1.25092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.789532677314586, tolerance: 1.932355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.32108260958435, tolerance: 1.5715387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.631351336826647, tolerance: 1.90319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.163736909477763, tolerance: 1.39548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40973409802462, tolerance: 1.40464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.15809510766087, tolerance: 1.524195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.98535150044171, tolerance: 1.6285949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.55699573506388, tolerance: 1.8918887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.750349481038924, tolerance: 1.9177799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.753106220887705, tolerance: 1.57342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.383277699824653, tolerance: 1.357675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.49106685049182, tolerance: 1.6456387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.76322132163655, tolerance: 1.37558875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.233788089570602, tolerance: 1.496555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.978477590845838, tolerance: 1.78233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.85903905595556, tolerance: 1.8851187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.947191767404682, tolerance: 1.2616687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.515971418558681, tolerance: 1.26574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.317292284401262, tolerance: 1.32658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.44945406554414, tolerance: 1.41179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7393157720358658, tolerance: 1.52624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.6955795035775, tolerance: 1.8563949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.001155328503344, tolerance: 1.3811887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.217455329979806, tolerance: 1.7128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.382893590777353, tolerance: 1.3160200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.52179911617219, tolerance: 1.7178187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.522409434173387, tolerance: 1.33404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.103509912652488, tolerance: 1.35651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.504017600126755, tolerance: 1.15909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.572157944171845, tolerance: 1.5396200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.473921778098035, tolerance: 1.73676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.47363349141408, tolerance: 1.7114487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.599134603226833, tolerance: 1.8360987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.86336951313212, tolerance: 1.8073800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.90788599001813, tolerance: 1.8271387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.661805569084017, tolerance: 1.6058200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.48331472043968, tolerance: 1.62018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.936326150095756, tolerance: 1.56198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.17574407403095, tolerance: 1.3896800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.34886048809531, tolerance: 1.5746200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.847502049157903, tolerance: 1.931155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.554874965520021, tolerance: 1.6547887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.965026696471877, tolerance: 1.61008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.965604045549256, tolerance: 1.64479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.126091402256884, tolerance: 1.68828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.292600798177617, tolerance: 1.6912800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.243699976568863, tolerance: 1.84449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.678824768988402, tolerance: 1.2989187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.940650156933195, tolerance: 2.16756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.525874782587078, tolerance: 1.7502387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.25495573735813, tolerance: 1.6481987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.57278938499352, tolerance: 1.31626875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.7688663627939, tolerance: 2.01572
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.105845621528998, tolerance: 1.48349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.48994604729351, tolerance: 1.80559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.56216630817194, tolerance: 1.5900200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.853970841377034, tolerance: 1.639155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.971264962209226, tolerance: 1.7399949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.999365695491257, tolerance: 1.5347949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.4786759262576, tolerance: 2.3534800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.891813659689497, tolerance: 2.00288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.827508392862706, tolerance: 1.5401887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.269284062615942, tolerance: 1.675755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40973729770868, tolerance: 1.605555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.968551660143739, tolerance: 1.8233949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.207877799736153, tolerance: 1.6709949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.156741423182517, tolerance: 1.9819949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.47025958964966, tolerance: 2.124275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.117557818903467, tolerance: 1.8202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.929414917655649, tolerance: 1.471
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.341272147365824, tolerance: 1.54448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.061873157094082, tolerance: 1.4589200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.12324622331285, tolerance: 1.3864
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.36163828095767, tolerance: 1.446555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.971279051110663, tolerance: 1.80269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.251001722655104, tolerance: 1.57279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.524711086531823, tolerance: 1.460195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.822200162539204, tolerance: 1.5265987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.158165048951, tolerance: 1.827075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.854067970154734, tolerance: 1.3483887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.387629369708478, tolerance: 1.81488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.702421462085375, tolerance: 1.9839949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.660017292645882, tolerance: 1.62782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.129404793334846, tolerance: 1.86284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.777621038213624, tolerance: 1.5603200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.960925186844644, tolerance: 1.56296875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.940307708080827, tolerance: 1.4890387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51763304749719, tolerance: 1.93329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.265034053807003, tolerance: 2.11191875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.663547580826208, tolerance: 1.58869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.865903800002474, tolerance: 1.7430387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.144479923557515, tolerance: 1.4200887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.277556255389612, tolerance: 1.310275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.625508346709367, tolerance: 2.316075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.576182831508767, tolerance: 1.90553875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.54057705360129, tolerance: 1.7327200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.02265343570458, tolerance: 2.112395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.478779025476097, tolerance: 1.9221800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.698353490492135, tolerance: 1.546475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.233256061648092, tolerance: 1.6122987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.911408610278976, tolerance: 1.82436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.520130065823913, tolerance: 1.9023799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.753027267753946, tolerance: 1.7228687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.373311702651995, tolerance: 1.29219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.430792754331843, tolerance: 1.6697387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.649628282181832, tolerance: 1.5042487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.360045752236076, tolerance: 1.34368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.754328121556064, tolerance: 1.7342887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.185451238316206, tolerance: 1.59328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.962789325241772, tolerance: 1.66994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22874073628192, tolerance: 1.8138887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.994841081509362, tolerance: 1.4573887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.215391052389073, tolerance: 1.7421549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.183049138666572, tolerance: 1.8462887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.316188462638827, tolerance: 1.75824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.043258571661447, tolerance: 1.990355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.794394488716712, tolerance: 1.82441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.966502443089524, tolerance: 1.6510887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.250342253068144, tolerance: 1.3651887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.577978603350584, tolerance: 1.780155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.69745662733158, tolerance: 1.87572
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.30477283394424, tolerance: 1.6614387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.004105239443497, tolerance: 1.6241
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.880280153208908, tolerance: 1.7968487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.55891933322999, tolerance: 1.48814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.91207871323072, tolerance: 1.919155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.463498809725984, tolerance: 1.7776887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.886264446159114, tolerance: 1.72279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.050503280271688, tolerance: 2.06839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.85472190508066, tolerance: 1.5231387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.69460568959547, tolerance: 1.6541800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.708522193097032, tolerance: 1.73838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.534380055181956, tolerance: 1.32659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.199001651247546, tolerance: 1.647795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.56220501986801, tolerance: 1.611355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.978900916187847, tolerance: 1.50628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.83719745610614, tolerance: 1.720755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.02077946349477, tolerance: 1.63289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.283925296416381, tolerance: 1.60539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.701206570630212, tolerance: 1.9262000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.774122629623328, tolerance: 1.8549487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.611445722732327, tolerance: 2.16241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.418721712951514, tolerance: 2.18808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.992661476843105, tolerance: 1.398395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.24481475986604, tolerance: 1.9391487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.571460431601572, tolerance: 1.556675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.264515378861162, tolerance: 2.075395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.475651975224388, tolerance: 1.6122487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.432725247632124, tolerance: 1.35069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.89890734756326, tolerance: 1.91008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.67343406210602, tolerance: 1.9686750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.485836343624282, tolerance: 1.47528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.35979480629153, tolerance: 2.5872800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.519175079103384, tolerance: 1.53874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.761465964085172, tolerance: 1.456475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.22053930604191, tolerance: 1.7209200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.538645411757344, tolerance: 2.23868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.5596809919745, tolerance: 1.5791887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.004125393607637, tolerance: 2.06582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.23508937220022, tolerance: 1.92821875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.29488982344782, tolerance: 1.8063387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.605783049107725, tolerance: 2.20884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.632670396114356, tolerance: 1.872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.63272347322155, tolerance: 1.8774887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.836921260645539, tolerance: 1.36543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.254724603663654, tolerance: 2.3628887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.194861890559153, tolerance: 2.02444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.71153120333336, tolerance: 2.5601949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.51507766128508, tolerance: 2.029995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.03901210029335, tolerance: 2.3500199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.986458914109605, tolerance: 1.80751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.07977521383454, tolerance: 2.32536875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.28766347869544, tolerance: 1.88706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.699951294681302, tolerance: 1.91906875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.738062084696686, tolerance: 1.683355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.87587180773312, tolerance: 2.0311487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.651224101599723, tolerance: 2.26718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.611997894985215, tolerance: 2.094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.48973955074186, tolerance: 2.03098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.34537717896711, tolerance: 2.09452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.912110517789145, tolerance: 2.67069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.12037106734868, tolerance: 2.05864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.413808437486196, tolerance: 1.9541800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.135578196667176, tolerance: 2.3077987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.2410627182485, tolerance: 1.8079949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.524677612677557, tolerance: 1.62019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.336081198948364, tolerance: 1.97438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.714198928712108, tolerance: 1.71144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.05160655370379, tolerance: 1.71351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.140788249517264, tolerance: 2.35156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.636499892055646, tolerance: 1.678155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.58712956863518, tolerance: 1.7146687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.868146872485738, tolerance: 1.53052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.89045674516285, tolerance: 1.8926
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.461671081363944, tolerance: 1.6426799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.516009011639408, tolerance: 1.4645387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.105175334536586, tolerance: 2.1108200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.248086212921997, tolerance: 1.9051949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.179465491138796, tolerance: 1.628195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.669455622568762, tolerance: 1.7354887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.397923173014338, tolerance: 1.8454387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.010459156101735, tolerance: 2.07654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.438368916282343, tolerance: 2.24592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.206286475600287, tolerance: 2.2086200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.455902020394408, tolerance: 1.9576187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.82513951743042, tolerance: 1.7756687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.51539882890401, tolerance: 2.29536875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.26850321948742, tolerance: 1.89768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.030408178841718, tolerance: 1.68934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.861625621174248, tolerance: 1.8669949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.638416075653726, tolerance: 1.9067799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.28697705802121, tolerance: 2.2850800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.036387546845845, tolerance: 1.9339987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.85573564141222, tolerance: 2.00368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.53480612815028, tolerance: 1.7931800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.9369742397078, tolerance: 1.56089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.272472056973832, tolerance: 1.87774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.531094274315596, tolerance: 1.86198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.16675908151559, tolerance: 1.34129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.966818575024785, tolerance: 2.4505549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.294546199349863, tolerance: 1.7982887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.632403312200175, tolerance: 2.39616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.748972022665633, tolerance: 1.9249550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.905135952082588, tolerance: 1.4589550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.99939444179756, tolerance: 2.1091487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.18287521885233, tolerance: 1.68861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.31772149594461, tolerance: 2.00962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.14822058942628, tolerance: 1.923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.63872059837986, tolerance: 1.9255550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.965525428325847, tolerance: 1.8317387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.59656167028477, tolerance: 1.702275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.21460228359801, tolerance: 1.8313387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.221782410606217, tolerance: 1.998475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.207504299167596, tolerance: 2.08434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.53772939713577, tolerance: 1.8398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.03690691692093, tolerance: 2.01778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.99960014019487, tolerance: 2.131075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.83808887963204, tolerance: 1.8929200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.895781771548187, tolerance: 2.08446875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.141455868701065, tolerance: 1.9926750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.069786036612568, tolerance: 1.7429887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.71123716373602, tolerance: 2.203155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.045439632063857, tolerance: 1.80898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.53305326340137, tolerance: 2.2814387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.903802349255095, tolerance: 2.0151549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.275941051996874, tolerance: 2.2347
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.07016405869658, tolerance: 1.9396887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.493112729169958, tolerance: 2.2017550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.79896979449058, tolerance: 2.01183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.65776582158055, tolerance: 1.97219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.505100730983298, tolerance: 1.7293950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.175364887915087, tolerance: 1.7765887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.06288229679304, tolerance: 1.7070200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.471882458054488, tolerance: 2.51702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.685186372823168, tolerance: 1.8607949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.844063374866288, tolerance: 1.8724200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.417266122597821, tolerance: 1.8689887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.670287894713525, tolerance: 1.6049800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.928635084709487, tolerance: 1.63318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.901917478194623, tolerance: 1.89538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.11196590973764, tolerance: 1.5424799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.559644831540542, tolerance: 1.630875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.52460362301678, tolerance: 2.0798200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.664286198470133, tolerance: 1.66599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.449380022332413, tolerance: 1.9131887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.103636516548157, tolerance: 1.79249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.791227643374405, tolerance: 1.522595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.096616474303374, tolerance: 1.409755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.76095101645924, tolerance: 1.72521875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.256765602622398, tolerance: 1.7299950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.89786059328559, tolerance: 1.819755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.242361704876423, tolerance: 1.811395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.15332548226734, tolerance: 1.7482387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.118539261765886, tolerance: 2.0683200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.041920515517965, tolerance: 2.3251487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.170198768587, tolerance: 1.8521987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.757045059097912, tolerance: 2.09764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.677245577033638, tolerance: 1.65513875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.73266632694763, tolerance: 1.6547887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.880596933871594, tolerance: 1.4870687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.887091788347675, tolerance: 2.129755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.994265637980483, tolerance: 1.79129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.943848752176983, tolerance: 1.6605949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.021157452144962, tolerance: 1.9493550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.778182989607277, tolerance: 1.88083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.618168728767067, tolerance: 1.5659200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.11902974247337, tolerance: 1.985355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.394931368064924, tolerance: 2.0484887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.130341153109576, tolerance: 2.04251875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.183516083042758, tolerance: 2.2629887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.031246581626203, tolerance: 1.9661949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.88255163547194, tolerance: 1.8995987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.9452780367118, tolerance: 1.7114
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.73210787654512, tolerance: 1.62238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.406591866360472, tolerance: 1.7894387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.51851113033062, tolerance: 2.07523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.29355430236292, tolerance: 2.11059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.45634919869578, tolerance: 1.837395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.40595380725018, tolerance: 1.96838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.524673038629103, tolerance: 1.5047949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.507301513728988, tolerance: 1.8337200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.026627160549761, tolerance: 1.505195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.194656984873845, tolerance: 2.1394487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.023341367559958, tolerance: 2.18898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51556844628307, tolerance: 1.8145549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.32748489153087, tolerance: 1.69343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.63164066244522, tolerance: 1.9897800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.199149505911912, tolerance: 1.42016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.273632396907576, tolerance: 2.1132387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.336250905218566, tolerance: 2.0537549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.533387056968955, tolerance: 1.7880200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.894044435857005, tolerance: 1.993955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.64015191868372, tolerance: 1.8115387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.489735341676742, tolerance: 1.5427487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.582293287339656, tolerance: 1.57729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.505036891324114, tolerance: 2.0461549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.24058590229481, tolerance: 1.7659487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.119017448394075, tolerance: 2.11693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.75700267467346, tolerance: 2.0552200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.335064148717349, tolerance: 1.6133949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.53941070205277, tolerance: 2.07359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.889755633951335, tolerance: 2.01342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.367774674809176, tolerance: 1.680755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.953979699739858, tolerance: 2.01024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.772041915335228, tolerance: 1.27991875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.339969381160312, tolerance: 1.63128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.063840563870222, tolerance: 1.48244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.65364561714385, tolerance: 1.9160750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.87689083104944, tolerance: 2.16039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.015988238804415, tolerance: 1.7758487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.908199976404116, tolerance: 1.91211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.755846595698692, tolerance: 2.42428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.164470079228312, tolerance: 2.18238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.794744858197348, tolerance: 1.5878750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.00514282020124, tolerance: 1.7139949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.072111815079392, tolerance: 1.561395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.669937137328755, tolerance: 1.56519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.041892152875793, tolerance: 1.43308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.6058137621019, tolerance: 1.8719199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.429321898074516, tolerance: 2.0490799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.920065938233005, tolerance: 1.5032799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.05874085337473, tolerance: 1.9669949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.395323786874467, tolerance: 1.96812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.239708786920396, tolerance: 1.73449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.841685242442344, tolerance: 1.877555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.870962801910707, tolerance: 2.1273887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.089227581018527, tolerance: 1.3515987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.204930875157046, tolerance: 1.926555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.918082882071658, tolerance: 1.6590200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.23808580430661, tolerance: 2.0215949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.36289600003333, tolerance: 2.42341875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.02978855553894, tolerance: 1.8865387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.829139084458816, tolerance: 2.1289000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.457879502595397, tolerance: 1.7119887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.310783225540057, tolerance: 1.853155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.689422551672095, tolerance: 2.22534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.765196903305807, tolerance: 1.6977887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.490870869385432, tolerance: 1.50684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.378150107683418, tolerance: 2.06842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80660208845054, tolerance: 1.545595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.681628828420425, tolerance: 2.028795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.93791182496474, tolerance: 1.67426875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.911857894116974, tolerance: 1.7230687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.622338056092772, tolerance: 2.15528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.296453115766422, tolerance: 1.48378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.383316766966455, tolerance: 1.7941487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.357270854166874, tolerance: 2.09768875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.048715289746433, tolerance: 1.9490750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.123820012450913, tolerance: 1.91938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.054122481163468, tolerance: 1.8826
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.634204324417823, tolerance: 1.6007487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.71570450214643, tolerance: 1.49304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.165450803126426, tolerance: 2.23126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.228608126049556, tolerance: 2.088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.308557905183125, tolerance: 1.4739487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.10280109362394, tolerance: 1.968755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.38338710715664, tolerance: 1.9345200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.65457896652765, tolerance: 2.03578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.55155613374663, tolerance: 1.81219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.481073153975359, tolerance: 1.52234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.473432027808146, tolerance: 1.8888487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.768632735317382, tolerance: 1.8260887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.749210562814614, tolerance: 1.746075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.128410580711865, tolerance: 1.5613487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.883729044219567, tolerance: 1.50418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.32058185449971, tolerance: 1.71438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.35352169249898, tolerance: 1.7359200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.631286818260282, tolerance: 1.81764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.3167611869889, tolerance: 2.07238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.863197930898792, tolerance: 1.5981487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.73521746785527, tolerance: 1.7523000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.56204038497861, tolerance: 1.50481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.052897682579555, tolerance: 1.66346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.503563544995092, tolerance: 2.1657387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.44200460006282, tolerance: 1.3634187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.16133923864686, tolerance: 1.8357949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.287671761819645, tolerance: 2.0555550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22906543364016, tolerance: 1.7273387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.77582762879114, tolerance: 1.773555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.22135446435264, tolerance: 1.68412
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.58852925764174, tolerance: 1.5175950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.570760971808944, tolerance: 1.75872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.80396001015798, tolerance: 1.78888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.617358878979054, tolerance: 1.52049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.074576751367346, tolerance: 1.7950887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.74601124236959, tolerance: 1.8438799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.461092552808797, tolerance: 2.0981949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.157662224365254, tolerance: 1.76859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.120164903919566, tolerance: 1.8337387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.795137509097735, tolerance: 2.09532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.943618889275573, tolerance: 1.7595199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.43302455872991, tolerance: 1.53076875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.671126668048668, tolerance: 1.48714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.043176731540477, tolerance: 1.9518000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.955036353444907, tolerance: 1.8289800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.284598512601093, tolerance: 1.2869387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.04323440520866, tolerance: 1.9167387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.40474562924767, tolerance: 2.12418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31126615530685, tolerance: 1.599955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.371659011424413, tolerance: 1.571355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.399657233525858, tolerance: 2.0931987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.15705818289898, tolerance: 1.7960887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.157517625681546, tolerance: 1.4885187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.638245808351236, tolerance: 1.59679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.441636379747933, tolerance: 1.5555487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.63389587493335, tolerance: 1.8922687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.89197050214848, tolerance: 2.033795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.301427347080473, tolerance: 1.3907200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.201624138066837, tolerance: 1.883755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.692264741014315, tolerance: 1.3867949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.9352460232894, tolerance: 1.58113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.66171212398216, tolerance: 1.9422987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.623371466433053, tolerance: 1.54934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.781696396056178, tolerance: 1.70619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.923009630265856, tolerance: 1.6596887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.048525488741753, tolerance: 2.0699187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.217946197153715, tolerance: 1.9301887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.45593426086629, tolerance: 1.41183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.769231379745618, tolerance: 1.5022187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.346693658697692, tolerance: 1.73104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.32168232895929, tolerance: 1.5841887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.25034936543222, tolerance: 1.8308887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.113372438009293, tolerance: 1.91396875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.503709380495792, tolerance: 1.5003187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.715879575066474, tolerance: 1.37214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.599004753963833, tolerance: 1.8951949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.569368093769501, tolerance: 1.5675887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.28698754433079, tolerance: 1.6063200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.182331535627327, tolerance: 2.0642799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.061354030032533, tolerance: 1.6273949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.03817789649223, tolerance: 2.51429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95480734789158, tolerance: 2.0595550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20855375999775, tolerance: 1.77799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.300080916371872, tolerance: 1.5791950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.851469272191572, tolerance: 1.7883
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.761031191306756, tolerance: 1.5282200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.177635804523444, tolerance: 2.1650387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.233777788445458, tolerance: 1.528195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.04634466558897, tolerance: 2.00146875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.745712019080601, tolerance: 2.0527200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.48358498606064, tolerance: 1.3059687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.668938609541243, tolerance: 1.74768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.927314303156201, tolerance: 1.60224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.742998988834735, tolerance: 1.89118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.284614368090432, tolerance: 2.01769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.9134397879469, tolerance: 2.0469199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.32250185060731, tolerance: 2.39048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.575583775927306, tolerance: 2.0909887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.60093207143227, tolerance: 1.58516875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.248630615192802, tolerance: 2.0186200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.793593366257333, tolerance: 1.30383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.179734833772187, tolerance: 1.5635487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.816804231094768, tolerance: 1.99528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.997396975492112, tolerance: 2.19124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.213402971639269, tolerance: 1.6753949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04474836376854, tolerance: 1.8113949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.493244624538704, tolerance: 1.6606987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.399414676888192, tolerance: 1.84004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.236623571941816, tolerance: 1.64799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.77507656399855, tolerance: 1.6996887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.14347791510368, tolerance: 1.6524687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.2509278589887, tolerance: 1.76652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.34620898996754, tolerance: 1.7147549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.76374276082756, tolerance: 1.925155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.602952009791565, tolerance: 2.19784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.3420593039215, tolerance: 1.906955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.15508958278238, tolerance: 1.4948000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.580823732437505, tolerance: 2.04888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.178314652791087, tolerance: 2.0299887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.82897942589695, tolerance: 1.7180487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.072750531205504, tolerance: 1.78223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.60583680444944, tolerance: 1.55559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.649238691910359, tolerance: 1.3395387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51436788905845, tolerance: 1.6755387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.041453789040453, tolerance: 2.36558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.617879813316197, tolerance: 2.031795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.790877926238483, tolerance: 1.7050750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.553489788256538, tolerance: 1.288795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.807880219103204, tolerance: 1.8969800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.24380216242343, tolerance: 1.6537887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.35562058833117, tolerance: 1.7989187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.099828645854835, tolerance: 1.8246887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.588920641091757, tolerance: 1.73778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.474441636674445, tolerance: 1.4816200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.50654939577176, tolerance: 1.9106387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.479967553018712, tolerance: 1.5205487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.549223296504866, tolerance: 1.9619487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.76402821388926, tolerance: 1.9440487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.158024670632688, tolerance: 2.041355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.376719868664125, tolerance: 2.1712387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.161071427899113, tolerance: 1.49664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.432831114606522, tolerance: 1.4721
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.652029800226376, tolerance: 2.05624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.396280853900546, tolerance: 1.90228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.42595405895927, tolerance: 1.80731875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.75187895396627, tolerance: 2.18318875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.702306338987793, tolerance: 1.593075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.784658349239683, tolerance: 1.70238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.538142163589043, tolerance: 1.7384387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.78738385288515, tolerance: 1.3630887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.16891289970188, tolerance: 1.4895200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.84177580540597, tolerance: 1.9927800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.636537261498113, tolerance: 1.6435887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.777178889608862, tolerance: 1.78141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.533062948062222, tolerance: 1.68499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.272062651103525, tolerance: 2.05143875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.734776584392755, tolerance: 2.07464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.539073829528697, tolerance: 2.0179887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.537651372029043, tolerance: 1.99452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.4020251294076, tolerance: 2.1716200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.928427707801475, tolerance: 2.030795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.448811180550948, tolerance: 1.57394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.83048017027953, tolerance: 2.13951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.740260427616153, tolerance: 1.6908750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.739061638510353, tolerance: 2.47421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.454251830554735, tolerance: 1.605195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.463070989247754, tolerance: 2.138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.184221657358517, tolerance: 1.84732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.618652971737106, tolerance: 1.9285949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.477930801167314, tolerance: 1.84539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.910581530633507, tolerance: 1.8319200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.460798348841848, tolerance: 1.7233199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.65189659843769, tolerance: 2.083395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.109990155077615, tolerance: 2.0335949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.91549255559935, tolerance: 1.8791887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.70004030694317, tolerance: 1.61388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.886968546421514, tolerance: 1.79929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.955404623730345, tolerance: 1.511795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.742651814040947, tolerance: 1.5960750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.898002977552423, tolerance: 1.42689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.034314836594273, tolerance: 1.8642750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.455232729418817, tolerance: 2.0122750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49362992557061, tolerance: 1.4795949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.293183320490645, tolerance: 1.7291950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.606194220065007, tolerance: 1.500395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.744095487194935, tolerance: 1.12304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.842704854417953, tolerance: 1.65631875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.282148599602507, tolerance: 1.935355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.36673277267171, tolerance: 1.6462887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.46679077515765, tolerance: 2.07258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.88236614033866, tolerance: 1.8996887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.947661737256634, tolerance: 1.7777799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.39177562568879, tolerance: 1.8113687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.208113178208492, tolerance: 1.9026750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.209427674223544, tolerance: 1.8046887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.758286668001446, tolerance: 1.7133
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.915801682338834, tolerance: 2.3146750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.690135998444894, tolerance: 1.7454687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.908601706720212, tolerance: 1.487955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.020750569719187, tolerance: 2.02156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.470690851668177, tolerance: 2.0037200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.67212324355793, tolerance: 2.1402987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.167977538371716, tolerance: 1.5456200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.890472904711935, tolerance: 1.6979487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.2498448472808, tolerance: 1.4181000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.27507900781232, tolerance: 1.7211800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.475586093269083, tolerance: 1.84978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.159396571708307, tolerance: 1.6487200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.967793012631136, tolerance: 1.60798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.380769296526504, tolerance: 1.85061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.839055605039857, tolerance: 1.4248200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.530424467795314, tolerance: 1.877355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.625391432525262, tolerance: 1.37328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.290918318753816, tolerance: 1.2376
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.89537802800373, tolerance: 1.8239387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.608070853802069, tolerance: 1.825555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.584183267158114, tolerance: 1.924155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.398766245716903, tolerance: 1.3017200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.709434777098897, tolerance: 1.7615687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.07687162333577, tolerance: 1.749675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.659119554895103, tolerance: 1.60904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.647892945280606, tolerance: 1.75511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.622793261466597, tolerance: 1.78944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.690292408856585, tolerance: 1.256355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.19220342209763, tolerance: 1.60484875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.898750402381815, tolerance: 1.78644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.20322326742552, tolerance: 1.7553949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.66148139152152, tolerance: 1.6452200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.38817812074241, tolerance: 1.3768887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.87888882578045, tolerance: 2.05756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.739545979286795, tolerance: 1.7534487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.575164050672704, tolerance: 1.63333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.154406378451917, tolerance: 1.6099949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54541207431292, tolerance: 1.39828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.852854943877865, tolerance: 1.63543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.54744513033208, tolerance: 1.55834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.62494128135226, tolerance: 1.574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.469461027581428, tolerance: 1.716395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.62908194832197, tolerance: 1.3595387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.136895373643814, tolerance: 1.5141987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.85409877735618, tolerance: 1.8935950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.818786061943387, tolerance: 1.54104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.177557739172144, tolerance: 1.506155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.719477903802451, tolerance: 1.7944487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.127903053916526, tolerance: 1.6503949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.719678448830578, tolerance: 2.02588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.761141457709826, tolerance: 1.7047387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.00834490980567, tolerance: 2.0733949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.278881583196373, tolerance: 1.87724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.045017269103933, tolerance: 1.6838799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.286639246479071, tolerance: 1.68304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.836858037479471, tolerance: 1.2336200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.51357718989729, tolerance: 1.7809887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.744349939418596, tolerance: 1.79406875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.621870344939348, tolerance: 1.32458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.71223500857729, tolerance: 1.6913550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.680802262507271, tolerance: 1.7611987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.167859092817489, tolerance: 1.60818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02149831708065, tolerance: 2.0440750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.723969665640766, tolerance: 1.43716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.451334498208288, tolerance: 1.7671000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.07462068953634, tolerance: 2.05806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.630834448718588, tolerance: 1.8204887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.620624944391434, tolerance: 1.9392200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.870895469331142, tolerance: 1.63228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.27268582714084, tolerance: 1.3773887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.843317099630873, tolerance: 1.5955000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.16462481925303, tolerance: 1.90749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.672497574601904, tolerance: 1.5187950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.229764179566239, tolerance: 1.6609949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.304912088930084, tolerance: 1.7483487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.224944638187992, tolerance: 1.35549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.12943082537132, tolerance: 1.9497887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.236862956192672, tolerance: 1.6793887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.35631546015788, tolerance: 1.4022750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.232966445878347, tolerance: 2.06624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.490541886493359, tolerance: 1.19573875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.70470933858941, tolerance: 1.896755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.32628209121332, tolerance: 2.1057949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.95728279112658, tolerance: 1.7763799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.8814398357304, tolerance: 2.0105887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.369024764616997, tolerance: 1.89789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.041726355091676, tolerance: 2.2251550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.7899000879326, tolerance: 1.5077887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.437440452001983, tolerance: 1.8637987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.098671264278668, tolerance: 2.1013800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.106724489099728, tolerance: 2.030475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.519350668160754, tolerance: 2.1766487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.128406669410612, tolerance: 1.7979950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.58940459056598, tolerance: 1.8543887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.879773733131435, tolerance: 1.810155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.117110002802033, tolerance: 1.7844799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.738110503186853, tolerance: 1.4184487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.04344076984393, tolerance: 1.402955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.428166024610025, tolerance: 2.1935949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.619092079453495, tolerance: 2.3025949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.061043827495652, tolerance: 1.7404387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.04322434243538, tolerance: 1.700755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.217912026317567, tolerance: 1.746355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.615709088444188, tolerance: 1.471195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.903561233799337, tolerance: 1.61808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.375625038642326, tolerance: 1.55821875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.589920355922843, tolerance: 1.7260987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.884281079725374, tolerance: 2.09188875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.991515146504177, tolerance: 1.5846387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.851550212302694, tolerance: 1.953875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.936216293800584, tolerance: 1.63249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.90295818673576, tolerance: 1.5972887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.545202084830144, tolerance: 1.7020487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.218299089078286, tolerance: 1.88191875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56971934060706, tolerance: 1.6667950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.043213067570758, tolerance: 1.8753949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.676334549985917, tolerance: 1.8689187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.757305232866761, tolerance: 1.6949200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.88969823486289, tolerance: 1.575555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.699669762199369, tolerance: 2.3186
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6841860950141, tolerance: 2.05383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.17643043898441, tolerance: 1.9343949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.60083100248783, tolerance: 1.9348750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.29048944326904, tolerance: 1.581355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.698501462877383, tolerance: 1.405475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.971132007014145, tolerance: 1.49434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.933248127606902, tolerance: 1.7532987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.970647175689525, tolerance: 1.62089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.663031399718164, tolerance: 1.52379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.591731985205543, tolerance: 1.614555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.110191208384936, tolerance: 1.4177887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.509634050130188, tolerance: 1.9937
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.498917292431877, tolerance: 1.7460887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.534482315175183, tolerance: 1.8793949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.901886391804496, tolerance: 2.19108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.830863527427638, tolerance: 1.8599887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.166280435794077, tolerance: 1.9431949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.05164092780613, tolerance: 1.9185949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.39790348967144, tolerance: 1.336795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.738194103431805, tolerance: 2.16036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.85645229260995, tolerance: 1.9576187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.09568901098415, tolerance: 1.76452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.029163270662217, tolerance: 2.55533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.04135363640765, tolerance: 2.22511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.621696151389393, tolerance: 1.555155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.13744950317698, tolerance: 2.02133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46341726052524, tolerance: 2.34983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.213090152381156, tolerance: 2.094995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.063621736264691, tolerance: 1.8649
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.35747689108195, tolerance: 1.404155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.346044863006037, tolerance: 1.7315387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.976914855912366, tolerance: 1.2844487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.137701687671985, tolerance: 1.43164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.219960182912192, tolerance: 1.522795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.894912510901392, tolerance: 1.89069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.17143873008085, tolerance: 1.96436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.597202098191342, tolerance: 1.7152887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.103006198165655, tolerance: 1.972275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.934782675755047, tolerance: 1.9665387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.744952730046595, tolerance: 1.82889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.30538939432782, tolerance: 1.72956875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.751344993711605, tolerance: 1.653075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.474865414870735, tolerance: 1.7212200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.815907428762198, tolerance: 1.94356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.01167549566265, tolerance: 1.7855550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.911998731792778, tolerance: 1.84138875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.429046554193071, tolerance: 1.64969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.691494980413932, tolerance: 1.655475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.740521990615, tolerance: 1.8747199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.660966523737784, tolerance: 1.9529987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.758363468712155, tolerance: 2.70209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.45769923149004, tolerance: 1.87418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.158637070465076, tolerance: 1.69541875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.586343721442084, tolerance: 1.95596875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.92625517595474, tolerance: 2.10978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.123403606392195, tolerance: 1.8144200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.302834491305115, tolerance: 2.0543
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.682270111586092, tolerance: 2.00526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.65779414025241, tolerance: 1.737355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.49019727860409, tolerance: 1.8753387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.44234617682893, tolerance: 1.59999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.951879420924225, tolerance: 1.5372887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.15381692925299, tolerance: 1.96698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.475302041226964, tolerance: 1.51368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.48805274087986, tolerance: 1.4075887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.268240795917038, tolerance: 1.78089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.0181453818134, tolerance: 2.2275887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.40798214097981, tolerance: 1.65859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.496393483034268, tolerance: 1.7630887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.640493970913653, tolerance: 1.8935949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.283276890850154, tolerance: 1.3410187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.718821822992817, tolerance: 1.83449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.04064359793246, tolerance: 1.19541875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.531837987748656, tolerance: 2.1333987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.030962741536438, tolerance: 1.91334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.62996701138652, tolerance: 1.5917687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.32463016689008, tolerance: 2.0841000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.891849789537378, tolerance: 1.8883199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.44819099326163, tolerance: 1.7051200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.74149969868829, tolerance: 1.850755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.336441079529934, tolerance: 1.4474487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.317206865123744, tolerance: 1.7539187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.345745735704902, tolerance: 1.6655949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.998809279744243, tolerance: 1.8681200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.467910356692673, tolerance: 2.05564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.087024204145994, tolerance: 1.9844487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.702854026761816, tolerance: 1.63088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.074289778690495, tolerance: 2.04648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.593618871040587, tolerance: 1.8995949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.018338424544467, tolerance: 1.74609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.94336043971668, tolerance: 1.9769487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.199720917914895, tolerance: 2.035275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.794659411293875, tolerance: 1.6186887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.03465567746847, tolerance: 1.8764487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.280269817723084, tolerance: 2.232995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.816275291603443, tolerance: 2.00558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.934440737738772, tolerance: 1.86439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.244649154497885, tolerance: 1.6546799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.947283683311976, tolerance: 1.7258187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.01670830061983, tolerance: 1.8948487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.932997054531704, tolerance: 1.327075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.19902476985501, tolerance: 1.483195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.052846219808004, tolerance: 1.62709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.966008584907165, tolerance: 1.9284887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.08769711172732, tolerance: 1.9279550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.04708576493872, tolerance: 2.01173875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.081075630713936, tolerance: 1.576475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.181039293918225, tolerance: 1.97634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.07455394934869, tolerance: 1.40123875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.734876195670935, tolerance: 2.388555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.04772791959377, tolerance: 1.52148875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.013213088631588, tolerance: 1.382755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.821483144307233, tolerance: 1.6354000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97678893314609, tolerance: 1.5654750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.177789362690014, tolerance: 1.64829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.572304090916436, tolerance: 1.50918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.481617573496887, tolerance: 1.79902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.461903196777698, tolerance: 1.5961950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.50206608491589, tolerance: 1.47646875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.156889846350204, tolerance: 1.90681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.020334635706368, tolerance: 1.79659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.657201718080373, tolerance: 1.7120000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.805798501241505, tolerance: 2.2413487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.817118308885929, tolerance: 1.873275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.774925545427237, tolerance: 1.7081887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.142509169864645, tolerance: 2.1225799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.422331459389998, tolerance: 2.0545387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.537528757861903, tolerance: 1.47832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.519213539353073, tolerance: 2.110995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.53767701680927, tolerance: 1.86358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.244909023416614, tolerance: 1.7475487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.380038935531545, tolerance: 1.399755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.39418187069803, tolerance: 1.89498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.781566886581814, tolerance: 1.64671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.068330166009975, tolerance: 1.96304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.579366363601046, tolerance: 2.07261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.24390525450148, tolerance: 1.68858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.45801214428867, tolerance: 2.014595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.631940967820317, tolerance: 1.779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.035963486507832, tolerance: 2.0853800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.822019794259507, tolerance: 1.486475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.19417668066947, tolerance: 1.5474387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.334760517490533, tolerance: 1.9101687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.726638929263615, tolerance: 1.52884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.763838007447838, tolerance: 1.9430487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.18052448828226, tolerance: 1.9488687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.436514643376952, tolerance: 1.59184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.150368229585645, tolerance: 1.86313875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.045869941387902, tolerance: 1.26734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.581161265143322, tolerance: 1.619155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.197125025693822, tolerance: 1.48806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.353316776750468, tolerance: 1.9727949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.753442606173582, tolerance: 1.8548187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.285083680378165, tolerance: 2.086795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.077500072775273, tolerance: 1.34988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.256213297071287, tolerance: 1.5329949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.210293595189626, tolerance: 1.294995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.703358469974106, tolerance: 1.5179949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.40769762146213, tolerance: 1.57846875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.95897326618364, tolerance: 1.6235949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.24190151086951, tolerance: 1.20218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.092422079262015, tolerance: 1.6950200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.99287881017798, tolerance: 1.80159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.645106175386033, tolerance: 1.8087550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07841565766648, tolerance: 1.6596187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.74605459492453, tolerance: 1.7860800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.651489095522411, tolerance: 1.84828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.018807689027224, tolerance: 2.1732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.205271809347398, tolerance: 1.97743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.53796187586282, tolerance: 2.08544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.19399571343086, tolerance: 2.00723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.12791553416796, tolerance: 1.7783887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.819402575788956, tolerance: 1.57984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.846301963601157, tolerance: 1.94186875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.950422378754077, tolerance: 1.59601875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.39757956605754, tolerance: 1.7858387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.860637784362396, tolerance: 1.68218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.31880342658047, tolerance: 2.08648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.509926903582363, tolerance: 1.6057200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.7781389815272, tolerance: 2.12009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.855181122889903, tolerance: 1.6404200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.883784891605785, tolerance: 1.7985
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.33600703979636, tolerance: 1.8225887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.792270575617298, tolerance: 2.41051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.84233533585292, tolerance: 2.075275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.416680905387622, tolerance: 2.15438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.727553875634516, tolerance: 1.73878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.982281413292235, tolerance: 2.0691887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.508158037850544, tolerance: 1.8092387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.86938455207452, tolerance: 1.91762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.051079653098597, tolerance: 2.31804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.845832029155456, tolerance: 1.4558487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.731719591002605, tolerance: 2.51568875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.892727360821953, tolerance: 2.0421387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.400269616995676, tolerance: 1.6688200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.246033602158118, tolerance: 1.8559487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.49696826412898, tolerance: 2.3633887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.098069594320997, tolerance: 1.7457549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9635072925943, tolerance: 2.09008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.67204363342907, tolerance: 2.16903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.92625111558189, tolerance: 1.7757550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.882202520797037, tolerance: 1.9744000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.898937721372427, tolerance: 2.07034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.326663216625672, tolerance: 1.6067950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.072497786008825, tolerance: 1.591995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.622418811759879, tolerance: 2.1427
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.224903129126725, tolerance: 1.848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.760164225209753, tolerance: 1.5730887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.75677447625495, tolerance: 2.32348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.782311576432534, tolerance: 1.7975949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.583527757646223, tolerance: 1.815555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.98883713751905, tolerance: 1.6694487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.922721737180517, tolerance: 2.07049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.023721135052254, tolerance: 1.6351187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.95637382856333, tolerance: 1.6954800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.99755594344873, tolerance: 2.346075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.67521741751984, tolerance: 2.0078750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.299968741804875, tolerance: 2.20388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.678608707417613, tolerance: 1.967555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.672600514036027, tolerance: 1.77724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.614008146453425, tolerance: 2.02231875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.400049577330233, tolerance: 1.86479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.657973652835251, tolerance: 1.7402887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.839267341409194, tolerance: 2.3556387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.432753077199216, tolerance: 1.47626875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.7621492852177, tolerance: 2.14141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.576172519494904, tolerance: 2.1928887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.63674560560819, tolerance: 1.2630487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.04767123156346, tolerance: 2.017155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.925886177801104, tolerance: 2.0123687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.72948925859217, tolerance: 1.7067387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.060598636102778, tolerance: 1.68792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.488712052422567, tolerance: 1.57073875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.323072744604378, tolerance: 1.92674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.344055079054982, tolerance: 2.23552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.511838726118334, tolerance: 1.4725949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.97481097328287, tolerance: 1.96796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.528553098339934, tolerance: 1.8747950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.26174762277882, tolerance: 2.026955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.584359237829084, tolerance: 2.045755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.915371745317337, tolerance: 2.16946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.602851928269402, tolerance: 2.161
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.82054864831057, tolerance: 1.9771887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.96949512267974, tolerance: 1.7211800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.902356362200038, tolerance: 2.3323549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.148264080690826, tolerance: 2.296795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.59240251443861, tolerance: 1.7375200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.924382497642156, tolerance: 2.4432750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39455162468589, tolerance: 1.8281487499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.05875914504901, tolerance: 2.7428799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.655142098859773, tolerance: 1.7010750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.32852635817077, tolerance: 1.6852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.15952931756079, tolerance: 1.75882
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.312019382863426, tolerance: 1.60328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.67918539314227, tolerance: 2.38668875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04785067845297, tolerance: 1.9199549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.5152367395767, tolerance: 1.7513949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.342374326581414, tolerance: 2.078155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.45680038307946, tolerance: 1.8567187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.027700818608697, tolerance: 1.8426200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.44140642103192, tolerance: 2.58828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.825085965205627, tolerance: 2.00571875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.19982169271047, tolerance: 1.583955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.827048851121033, tolerance: 1.6536487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.55571997891838, tolerance: 1.9656200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.508874336086063, tolerance: 1.8204887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.62452333121513, tolerance: 1.8285549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.944705090079463, tolerance: 1.367075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.351640425761303, tolerance: 1.52931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.24040632707671, tolerance: 1.415195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95766455298133, tolerance: 1.5359200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.828726000269302, tolerance: 1.6729
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.48207145111543, tolerance: 2.0099
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.617102695953253, tolerance: 1.371195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.59871998894298, tolerance: 2.129755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.03776404777162, tolerance: 1.77243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.349524156242857, tolerance: 1.832155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.059404327234834, tolerance: 1.422755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.16472931359113, tolerance: 1.7981487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.615854139045002, tolerance: 1.9028200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.536505430101922, tolerance: 1.515995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.434039524836374, tolerance: 1.70088875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.658035305877835, tolerance: 1.7089387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.93653267006176, tolerance: 1.7235387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.23694356906592, tolerance: 1.913275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.75219497298791, tolerance: 2.2371387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.615023410000667, tolerance: 1.744675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.282042432320765, tolerance: 1.57241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.310592777887187, tolerance: 1.5619387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.891687847530214, tolerance: 1.7163387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.14828973508985, tolerance: 1.87598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.394795121782014, tolerance: 1.7001487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.518201573290316, tolerance: 1.9117387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.653206302285902, tolerance: 1.6593187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.203465214897346, tolerance: 1.720395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.260814848695418, tolerance: 2.0609487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.456837750694184, tolerance: 1.1628200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.975345994983137, tolerance: 1.85146875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.626123812934146, tolerance: 1.8767
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.205804212320277, tolerance: 2.11499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.258156027186207, tolerance: 1.76089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.85161376007724, tolerance: 1.46269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.649419038436783, tolerance: 2.22686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73559803171447, tolerance: 1.55341875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.34366016181401, tolerance: 1.247955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.107116819578792, tolerance: 1.95288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.225877460804085, tolerance: 1.69294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.951370119709583, tolerance: 1.3586
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.726486825635966, tolerance: 2.01229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.16404523980919, tolerance: 1.49452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.545254405071347, tolerance: 1.6992200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.949674284188337, tolerance: 1.4557949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.86514100512027, tolerance: 1.4171987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.509198282485023, tolerance: 1.68163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.62284615814738, tolerance: 1.520595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.145370299367016, tolerance: 1.7596987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.608146181891176, tolerance: 1.2487387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.975377698116285, tolerance: 1.59308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.34733538313462, tolerance: 1.66973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.940667817869244, tolerance: 1.7851887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.453267597367468, tolerance: 1.743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.36737232733034, tolerance: 1.51501875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49706063893468, tolerance: 1.88431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.99619196018366, tolerance: 2.0401549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.651043890992124, tolerance: 2.0257
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.044009215712396, tolerance: 1.606955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.360582548411504, tolerance: 1.64294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.791028524548402, tolerance: 1.8857549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41795412610937, tolerance: 1.4657200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.837275307520216, tolerance: 1.7713949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.489592635713677, tolerance: 2.1340800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.331950877512586, tolerance: 1.4380187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.88843576187387, tolerance: 1.4479549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.762750893882682, tolerance: 1.6859387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.848501726583347, tolerance: 1.72088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.478084556134482, tolerance: 1.7825550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.77928962899526, tolerance: 1.5798687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.880583361449872, tolerance: 1.8329550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.706263059556314, tolerance: 2.1818387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.610219413456637, tolerance: 1.9166387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.995298898687544, tolerance: 1.9006987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.867293710998233, tolerance: 1.8295949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.40367239726509, tolerance: 1.7232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.05994612591919, tolerance: 1.1109950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.03409148706258, tolerance: 1.35069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.849046153727897, tolerance: 2.18853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.520392487117265, tolerance: 2.0351549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.306075556697934, tolerance: 2.0834887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.582024059106526, tolerance: 1.62029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.904018525266444, tolerance: 2.3047987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.7765403155268, tolerance: 2.1171
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.669047993091432, tolerance: 1.18993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.583306506905288, tolerance: 1.104555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.96756667025946, tolerance: 1.5411387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.2072474111297, tolerance: 1.53489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.042442765397276, tolerance: 1.94154875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.395093945147703, tolerance: 1.4925487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.83718399261207, tolerance: 1.46128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.30107467343329, tolerance: 1.161355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.212894193172545, tolerance: 2.1280887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.979023319077417, tolerance: 1.8831187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.668022938398877, tolerance: 1.9813949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.893381081163813, tolerance: 1.7293687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.05632462394838, tolerance: 1.96168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.171187122426453, tolerance: 1.94039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.944344875133588, tolerance: 1.49988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.587295222997014, tolerance: 1.637395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.287466455048722, tolerance: 1.312995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.41400699891369, tolerance: 1.988595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.704921342238883, tolerance: 1.96898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.59266796715371, tolerance: 1.96163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.272724432736183, tolerance: 2.08452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.714185798692675, tolerance: 1.8804200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.85088900988368, tolerance: 1.7597550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.31787632613052, tolerance: 1.42889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.541343672424553, tolerance: 1.3413387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.655971813975878, tolerance: 1.58734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.145060468302752, tolerance: 1.65224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.966246203648268, tolerance: 1.9525487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.335306693365418, tolerance: 1.9075949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.18582086284687, tolerance: 1.9111800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.846655375804012, tolerance: 2.4635549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.275703096345, tolerance: 2.1637
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.72894635148642, tolerance: 1.8948887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.961440664566613, tolerance: 1.52808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.30332531611026, tolerance: 1.51638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.792553037928567, tolerance: 2.1317
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.036128281285098, tolerance: 1.6544487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.57030543321807, tolerance: 1.9378987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.7944922167844, tolerance: 2.013755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.77800767972607, tolerance: 1.58634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.78989818317656, tolerance: 1.8057987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.87175064005691, tolerance: 2.7201487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.73540176895364, tolerance: 1.580155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.238144356324696, tolerance: 1.8691550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.541861226719465, tolerance: 2.003955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.25041227765177, tolerance: 1.44881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.34399648330806, tolerance: 1.4466387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.020063930969684, tolerance: 1.64782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.762937588876724, tolerance: 1.8626387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.380299507747342, tolerance: 2.29966875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.363860039738363, tolerance: 1.9585487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.45929254226722, tolerance: 1.92589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.73719728396778, tolerance: 1.74393875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.93855311885552, tolerance: 1.7224000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.6320291442063, tolerance: 2.08873875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.10913285024431, tolerance: 1.48318875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.702735546543725, tolerance: 1.7896887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.957764466482274, tolerance: 1.6590200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.829896945723455, tolerance: 2.2729549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.47470672448602, tolerance: 2.4004487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.66562307365111, tolerance: 1.71986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.838061430618726, tolerance: 1.7497949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.675364897503695, tolerance: 1.94754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.899560676523354, tolerance: 1.8283949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.357587058614406, tolerance: 1.53171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.93777435006249, tolerance: 2.4797949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.902261020025584, tolerance: 1.3528200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.187968726784124, tolerance: 1.5689987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.45685350104729, tolerance: 1.7104387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.45328490633451, tolerance: 1.9767200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.529886042213075, tolerance: 1.8538487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.7790988529842, tolerance: 1.72944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.5403944247533, tolerance: 1.8836387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.914589221661048, tolerance: 1.9422387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.5884769092184, tolerance: 1.9431800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.680713656911394, tolerance: 1.68404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.443438587751084, tolerance: 1.3579
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46960814914653, tolerance: 1.7679550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.556167361340794, tolerance: 1.95612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.258843019762303, tolerance: 1.9998887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.288116652461092, tolerance: 1.9544200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.05206834706324, tolerance: 2.12068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.060548434102692, tolerance: 1.9509799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.351985940215236, tolerance: 1.3912887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.760980893264655, tolerance: 1.501995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.242505315549874, tolerance: 1.785155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.17642254440015, tolerance: 2.3374487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.793089171985756, tolerance: 1.52242
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.053407392115407, tolerance: 1.89752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.714715408817195, tolerance: 2.041995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.835368390518994, tolerance: 1.97184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.463507013649153, tolerance: 1.85752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.189114623450052, tolerance: 2.07666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.034035327568379, tolerance: 1.74449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.327083443016434, tolerance: 1.5754799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.697704380556676, tolerance: 1.49038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.855638818312432, tolerance: 2.1267387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.687872698782602, tolerance: 2.38446875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.7076105951015, tolerance: 1.344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75801575846002, tolerance: 1.65794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.111632846735667, tolerance: 1.50114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.62341138455271, tolerance: 1.9316200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.160101702366184, tolerance: 1.8370887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.162280733468755, tolerance: 2.37052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.528433645477087, tolerance: 1.874955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.6149037566583, tolerance: 1.48608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.255352000113803, tolerance: 1.7597949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.087671998199763, tolerance: 1.5279200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.176949916669408, tolerance: 1.650395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.91154178987425, tolerance: 1.9248887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.73411013087578, tolerance: 1.970275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.18372286510497, tolerance: 2.0050987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.067926656845604, tolerance: 2.36892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.554411877869331, tolerance: 1.6641387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.296618306004987, tolerance: 2.29921875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.630090023651903, tolerance: 1.91714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.956142693862226, tolerance: 2.1746387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.6694816544061, tolerance: 1.8459200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.728472668498892, tolerance: 1.8738387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.885020136979016, tolerance: 2.50002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.147331213199934, tolerance: 1.9411200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.822925190284067, tolerance: 1.9729687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.16391294295859, tolerance: 1.7823949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.64779458559274, tolerance: 1.6750387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.085078536912956, tolerance: 1.68436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.7284547945836, tolerance: 1.62983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.148117177917754, tolerance: 2.1914200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.258862250687127, tolerance: 1.96802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.46414551296809, tolerance: 1.6802387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.030662217985832, tolerance: 1.9694200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.566140033483931, tolerance: 2.28111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.13574605260558, tolerance: 1.9594
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.819887605075937, tolerance: 1.7453949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.27989070882999, tolerance: 2.0403949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.81606423289412, tolerance: 2.16898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.855119049978038, tolerance: 2.06796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.799683815109898, tolerance: 1.6664487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.373100314696048, tolerance: 2.3247487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.996797503042274, tolerance: 1.9031200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.430454442956616, tolerance: 2.1394387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.829035253795677, tolerance: 1.9780387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.4845739861817, tolerance: 1.60133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.362288194070917, tolerance: 1.7845550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.643477621373464, tolerance: 1.8882200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.234973735327788, tolerance: 1.86354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18633829609987, tolerance: 2.005995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.236677647521004, tolerance: 2.22411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.202755997579413, tolerance: 1.5018799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.752790422704168, tolerance: 2.0107887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.08025786546136, tolerance: 1.8047550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.472158251555612, tolerance: 2.5425887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.170064105312612, tolerance: 1.9423387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.202749350219, tolerance: 1.59054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.60734806465994, tolerance: 1.7958887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.936418831216402, tolerance: 1.794355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.54769814115339, tolerance: 1.7940387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.673979581464685, tolerance: 2.201355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.255061605466405, tolerance: 1.8764750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.083401760756532, tolerance: 1.8890487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.624952431225161, tolerance: 2.0678487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.642854988979737, tolerance: 2.0013187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.27079130252593, tolerance: 1.9755387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.856206413489359, tolerance: 1.9279887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.233967401807325, tolerance: 1.69719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.841981520885522, tolerance: 1.9956387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.264419409492952, tolerance: 1.8706987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.667509791298368, tolerance: 2.049155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.44735419194707, tolerance: 2.0863387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.89101339187778, tolerance: 2.08522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.298372448808728, tolerance: 1.8885549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.44423504151134, tolerance: 1.6227387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.03791892114994, tolerance: 1.87254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.60689396243607, tolerance: 1.840555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.674470273536299, tolerance: 1.9370687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.750681223001301, tolerance: 1.88299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.656864539863584, tolerance: 2.44143875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.27118722283055, tolerance: 2.2041887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96567889670046, tolerance: 1.9716200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.315882284899658, tolerance: 1.7501187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.029673992898749, tolerance: 1.7293800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.407902219315698, tolerance: 1.3789487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.927445054772743, tolerance: 1.63488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.03987833056454, tolerance: 1.8901949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.025677656275136, tolerance: 1.99622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.532085531202565, tolerance: 2.33124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.064200162159484, tolerance: 1.6549950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.590378617226316, tolerance: 2.0019387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.052216966755985, tolerance: 2.2793187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.727328482864127, tolerance: 1.63713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.050133877410321, tolerance: 2.1207949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.31663972125365, tolerance: 2.00774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.310020353642816, tolerance: 1.7094200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.464597119305125, tolerance: 1.944755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52211299963757, tolerance: 1.72338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.144969543855844, tolerance: 2.34673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.275808043960748, tolerance: 1.7906487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.690687187604695, tolerance: 1.6386387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.493396883620346, tolerance: 1.6887949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.839972514425352, tolerance: 2.3372687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.404832132013173, tolerance: 1.778475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.692047115240214, tolerance: 2.0262487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.384738105003972, tolerance: 1.8293949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.194485747206947, tolerance: 2.19639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.004370250562765, tolerance: 1.3503200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.527327298470952, tolerance: 1.342195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.765775833137408, tolerance: 2.1038200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.880551038641645, tolerance: 2.07359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.565201981936687, tolerance: 1.8934487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.207170862739606, tolerance: 1.86189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.262801401839287, tolerance: 1.7610750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.36437943278899, tolerance: 2.266555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.85749807701351, tolerance: 2.0270887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.280363476723508, tolerance: 2.423755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.144198569192767, tolerance: 1.6060750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.200709155293683, tolerance: 1.7865887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.715391881961535, tolerance: 1.39068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.0704910751325, tolerance: 1.7118200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.918504044764546, tolerance: 1.55294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.380570787817827, tolerance: 1.6120200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73047342734032, tolerance: 1.71321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.571313716580894, tolerance: 1.98196875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.731623134142499, tolerance: 1.63708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.224588136451906, tolerance: 1.62649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.056605729979438, tolerance: 1.45148875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.151423598847895, tolerance: 1.481355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.765855847956596, tolerance: 2.16511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.52984407400183, tolerance: 1.80509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.63301428887307, tolerance: 1.7256887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40475015397353, tolerance: 2.043675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.469306077461297, tolerance: 1.6385549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.576665812326738, tolerance: 1.50879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.78735233215332, tolerance: 1.663275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.691677908453677, tolerance: 2.04716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.019614734284428, tolerance: 1.562755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.035983856744846, tolerance: 1.2898487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.709772749468499, tolerance: 1.6112887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.999620979248625, tolerance: 1.68471875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.189474570119914, tolerance: 1.27409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.344659776288538, tolerance: 1.8973550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.626265400296557, tolerance: 1.7661887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.138110470881802, tolerance: 1.45612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.780068317361932, tolerance: 2.010875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.59262768451804, tolerance: 1.29688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.568550596031843, tolerance: 1.5687887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.822924974192922, tolerance: 2.10144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.28589107054433, tolerance: 1.68733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.24385130468754, tolerance: 1.4382887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.508771091969063, tolerance: 1.2745950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.454986017198792, tolerance: 1.70879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.84594004724393, tolerance: 1.14054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.447418950805494, tolerance: 1.28253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.372204930371602, tolerance: 1.8802799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.52648316353974, tolerance: 1.8949949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.07155420313291, tolerance: 2.0084887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.387493597053975, tolerance: 1.69398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.055683497935227, tolerance: 1.515595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.733452020196978, tolerance: 1.9601487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.642432107871063, tolerance: 1.6110187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.296683434421258, tolerance: 1.756475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.083802596139725, tolerance: 1.72814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.996596201429774, tolerance: 1.68759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.605170644163854, tolerance: 1.54014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.786109561542611, tolerance: 1.61808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.669388631449134, tolerance: 1.42318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.561938983839761, tolerance: 1.6801000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.344535008302266, tolerance: 1.8985687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.857040518115802, tolerance: 1.697755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.09124972822817, tolerance: 1.69738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.340082500300156, tolerance: 1.43602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.02973973624473, tolerance: 1.715275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.078209149749142, tolerance: 1.67089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.338718284183813, tolerance: 1.71719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.669929557299291, tolerance: 2.02153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.62442085085833, tolerance: 1.88308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.339498730461834, tolerance: 1.350995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.81477155055611, tolerance: 1.41138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.078163822960274, tolerance: 1.73436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.520574601453465, tolerance: 1.5907200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.284040879550485, tolerance: 1.41994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.51335465364419, tolerance: 1.665875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.692392795721616, tolerance: 1.244275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.406198306865273, tolerance: 1.32121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.07331592164684, tolerance: 1.88178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.740462439735694, tolerance: 1.450995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.95500657936519, tolerance: 2.0318799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.276351132627525, tolerance: 1.42533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.946185642007997, tolerance: 1.31558875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.48592007150199, tolerance: 1.53378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.362446710248204, tolerance: 1.9024987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.308009647618109, tolerance: 1.8835387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.7344508833188, tolerance: 1.810355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.408416793020706, tolerance: 2.23576875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.651058629977875, tolerance: 2.1130750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.755326297120554, tolerance: 1.7307949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.613788031535229, tolerance: 1.6648200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.42003699258957, tolerance: 1.557595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.50330366897834, tolerance: 1.25664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.079897432597928, tolerance: 1.7847387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.438015922314147, tolerance: 1.5997487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.110242499486553, tolerance: 2.0376799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.17657978441553, tolerance: 1.391395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.559324996937946, tolerance: 1.9971487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.374971793445688, tolerance: 1.2251387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.64774662585275, tolerance: 1.89946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.77235628697082, tolerance: 1.6735200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.94140074848028, tolerance: 1.5949887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.917818863928408, tolerance: 1.3839949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.663062938473082, tolerance: 1.8108887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.872556986205531, tolerance: 1.375875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.163047092299472, tolerance: 1.43628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.241783467866401, tolerance: 1.991955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.230279738994533, tolerance: 1.21868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.40874283813781, tolerance: 2.0931200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.118702420987027, tolerance: 1.94783875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.235152090831342, tolerance: 1.944075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.08334720783492, tolerance: 2.0526750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.85234201780963, tolerance: 1.9361949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.251541538401284, tolerance: 2.001355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.2949917860327, tolerance: 1.9762887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.048268682667775, tolerance: 2.22504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.835714682093435, tolerance: 1.62326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.699429255416286, tolerance: 1.757555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.516712013492398, tolerance: 1.72861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.109500388823545, tolerance: 1.6600799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.850251887296864, tolerance: 2.03788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.666186863924327, tolerance: 1.7561200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.949180583157982, tolerance: 1.84751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.506436408276613, tolerance: 2.15718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.789604491898588, tolerance: 1.8287887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.088168393471094, tolerance: 1.8168887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.807411955483694, tolerance: 2.03828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.931058513523563, tolerance: 1.6826387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56082319239925, tolerance: 1.6612387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.025539627073666, tolerance: 2.10208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.288117972472072, tolerance: 2.60808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.07664778990706, tolerance: 1.9034200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.06994802013198, tolerance: 2.1965387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.989950202066744, tolerance: 2.5891687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.445296954540147, tolerance: 2.12352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.800663378309245, tolerance: 2.56614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.03733509665916, tolerance: 2.0432200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.596133825118475, tolerance: 1.6168487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.618820310177018, tolerance: 2.2800200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.921243821073478, tolerance: 1.9642887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.791079152612472, tolerance: 1.8806687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.434981846273114, tolerance: 1.676155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.83670501218559, tolerance: 2.42032
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.7394953125886, tolerance: 2.0973949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.425561499883674, tolerance: 1.40012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.923816323658768, tolerance: 1.88494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.20010676940901, tolerance: 1.528395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.68101118835445, tolerance: 1.6235949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.588954992206613, tolerance: 2.1534
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.619255161681743, tolerance: 2.142875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.553380509656037, tolerance: 1.7572750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.11822631276464, tolerance: 2.12589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.406349187275797, tolerance: 1.8947949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.123591442254344, tolerance: 2.0537187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.637925178621241, tolerance: 1.995755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.631241087205431, tolerance: 1.4774887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.998030431801443, tolerance: 2.1598987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.67634827108879, tolerance: 1.883075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.839843716982205, tolerance: 1.9329199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.132263593385867, tolerance: 1.83988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.704951146658294, tolerance: 1.64752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.244492284994113, tolerance: 2.146795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.87249362344894, tolerance: 2.36944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.757842316858948, tolerance: 1.9497387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.875304124474297, tolerance: 1.9638799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.364410418098453, tolerance: 2.13408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.23263798620867, tolerance: 1.67031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.099560128486168, tolerance: 1.7208200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.895307531162963, tolerance: 2.167355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.61852530628704, tolerance: 2.10693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.173512443714422, tolerance: 1.8767800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.991640503694644, tolerance: 2.424475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.069640580098195, tolerance: 1.68231875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.526925050451924, tolerance: 1.62499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.982086355525013, tolerance: 2.131275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.325436583813126, tolerance: 1.7676799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.60814294056214, tolerance: 1.399195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.599608918777925, tolerance: 1.89619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.138054518076565, tolerance: 1.98444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.362845987109104, tolerance: 1.9315887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.57997037281394, tolerance: 2.2140987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.8650382265658, tolerance: 2.1901949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.26822378845847, tolerance: 2.1241387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.815177596488034, tolerance: 1.7307387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.32114460388106, tolerance: 1.85686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.87569074405976, tolerance: 1.7795387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.737699042107103, tolerance: 1.8149387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.56708448324911, tolerance: 2.18594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.615503252933344, tolerance: 1.790955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.243527972408906, tolerance: 1.60713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.758842166514505, tolerance: 2.0215949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.90912090771229, tolerance: 2.2763550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.357207079533456, tolerance: 1.8713949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.164271014333188, tolerance: 1.60688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.318872282785062, tolerance: 2.12844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11070302566525, tolerance: 2.103195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.925716948662686, tolerance: 1.8509887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.919661341946199, tolerance: 1.457195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.50612335874829, tolerance: 2.127075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.56858414161142, tolerance: 2.19598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.3544651589236, tolerance: 1.625755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.598726548270363, tolerance: 1.9764987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.857995428990439, tolerance: 2.0325487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.48830854213343, tolerance: 2.11901875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.44897894479662, tolerance: 1.569955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.346084939493334, tolerance: 1.78708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.37774298284658, tolerance: 2.168795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.246811189140036, tolerance: 1.93772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.654484609955276, tolerance: 1.14109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.918457948035703, tolerance: 1.660355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.23711236205996, tolerance: 1.40952
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.043501973702538, tolerance: 1.50806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.650800133122434, tolerance: 1.39228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.866339533477468, tolerance: 1.4996487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.477840596112689, tolerance: 1.46284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.539454006905675, tolerance: 1.9209949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.521280590218268, tolerance: 1.5505550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73309996856151, tolerance: 2.1437387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.53278496310877, tolerance: 1.44999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.416141873985383, tolerance: 1.6096487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.644268780120143, tolerance: 1.3831187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.175425860127511, tolerance: 1.5625949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.93600820849579, tolerance: 1.60438875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.379572248139716, tolerance: 1.4924000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.7698542322369, tolerance: 1.407995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.14591992580315, tolerance: 1.9813487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.686264668502638, tolerance: 1.8259950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.778037708525295, tolerance: 1.8859000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.962971784752916, tolerance: 1.77193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95999608053043, tolerance: 1.9223387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.739301298482856, tolerance: 1.8415000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.97245096503426, tolerance: 1.7876887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.743852729256137, tolerance: 1.4006687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.063884002118666, tolerance: 1.9207949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.91588229290428, tolerance: 1.34651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.108807385026362, tolerance: 1.81964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.389941470998, tolerance: 1.430795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.515061516666773, tolerance: 1.8077949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.572490371250463, tolerance: 1.46818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.61092938139062, tolerance: 1.9178000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.24984930108452, tolerance: 1.5451387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.87322586778969, tolerance: 1.463755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.331898429865536, tolerance: 1.6068487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.95812405797043, tolerance: 1.39449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.536778923188319, tolerance: 1.646555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.975388836206886, tolerance: 1.82998875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.41964784069689, tolerance: 1.5312200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.912708956411109, tolerance: 1.90366875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.09157641410821, tolerance: 1.532195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.796125994267712, tolerance: 1.51983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.731497824130843, tolerance: 1.488595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.385144747948708, tolerance: 1.41908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.707113040778287, tolerance: 1.23081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.670986903663094, tolerance: 1.4293550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.62740428331016, tolerance: 1.9539487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.05721623524466, tolerance: 1.8818750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.830291857490444, tolerance: 1.57676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.16006714411563, tolerance: 1.5616
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.01336874236651, tolerance: 1.8198750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.836048171855136, tolerance: 1.56084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.567909735285426, tolerance: 1.6081949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.617841193388408, tolerance: 1.3753
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.073356914827219, tolerance: 1.318995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.55706513305289, tolerance: 1.568795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.48196709105584, tolerance: 1.37469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.68850049439303, tolerance: 1.603275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.041487670054789, tolerance: 2.02351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.551720503793685, tolerance: 1.23439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.283463179629962, tolerance: 1.32373875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.110341400877859, tolerance: 1.4405987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.31944032568433, tolerance: 1.47538875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.257693593535778, tolerance: 1.6874487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.677545957901224, tolerance: 1.54844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.87917073160745, tolerance: 1.803155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.161493896706453, tolerance: 1.11848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.262333840455579, tolerance: 1.606555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.331833310836648, tolerance: 1.6865949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.038610319986365, tolerance: 1.3255949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.4115921330651, tolerance: 1.34354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.80353162093989, tolerance: 1.58389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.296074268240401, tolerance: 1.3446
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.33587717204931, tolerance: 1.3751200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.792631712020139, tolerance: 1.4854
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.390717237015682, tolerance: 1.8247887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.55502598756392, tolerance: 1.7351949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.230603675574319, tolerance: 1.33718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.527718649729371, tolerance: 1.8599687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.34287066217248, tolerance: 1.7984200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.158830636298678, tolerance: 1.5050887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.645649035141772, tolerance: 1.6139949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.517224479881692, tolerance: 1.90168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.938510207822366, tolerance: 1.5059
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.082973701718892, tolerance: 1.6907887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.335131173710328, tolerance: 1.66184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.565314267038962, tolerance: 1.5046000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.367346766584113, tolerance: 1.47229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.445461255293463, tolerance: 1.49042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.097856782286872, tolerance: 1.70888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.741055506121256, tolerance: 1.09159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.05829962888777, tolerance: 1.6070887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.010387714289799, tolerance: 1.4312387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.599453548872303, tolerance: 1.53712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.035869919563329, tolerance: 1.637155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.357704433288657, tolerance: 1.70041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.936109771779018, tolerance: 1.33918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.518615809358064, tolerance: 1.52423875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.945021146912275, tolerance: 1.5441887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.719857557950933, tolerance: 1.90139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.39371736279604, tolerance: 2.0544200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.607256223007976, tolerance: 1.92988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.04109198920321, tolerance: 1.514795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.10027238395164, tolerance: 2.06272
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.965260205500353, tolerance: 2.4930887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.216374972671057, tolerance: 1.31414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.070485680917221, tolerance: 1.685075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.662491722481647, tolerance: 1.969475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.448311141954335, tolerance: 1.89041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.535025636243212, tolerance: 1.8749187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.931677748197423, tolerance: 1.52358875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.44944668765758, tolerance: 2.13013875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.132926450337074, tolerance: 1.83264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.57207979655638, tolerance: 1.8129199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.828217365177473, tolerance: 2.0185987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.739902024861866, tolerance: 2.2445887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.910789877911377, tolerance: 1.83614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.805146957394452, tolerance: 1.97848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.909905109551783, tolerance: 1.8029487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.42249731198766, tolerance: 1.932355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.980336345837845, tolerance: 1.7335949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.908671183900207, tolerance: 1.7693887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.492412214978856, tolerance: 1.87178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.644143874193785, tolerance: 1.87319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.42005196734052, tolerance: 1.62604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.37723269399783, tolerance: 1.86759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.099607023107865, tolerance: 2.12978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.933979457571173, tolerance: 1.4621387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.34577081717902, tolerance: 2.05306875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56486057562287, tolerance: 2.12539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.40146003219339, tolerance: 1.6291949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.866234720064288, tolerance: 1.48381875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.114453645073894, tolerance: 1.60493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.24290073151328, tolerance: 2.4285487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.20477114305045, tolerance: 1.8214387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.65057710570738, tolerance: 1.8814387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.657971580569086, tolerance: 1.9050200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.33056758915384, tolerance: 2.196395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.598688277560505, tolerance: 1.78918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.4514065563476, tolerance: 1.6300200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.84614742925527, tolerance: 1.58404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.10138107371617, tolerance: 1.98254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.04284298520352, tolerance: 1.6505887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.446057622203988, tolerance: 1.416195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.007770676021238, tolerance: 1.8064987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.74995411921876, tolerance: 1.796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.03925091167252, tolerance: 1.69226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.033277261941045, tolerance: 1.948755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.797533173749127, tolerance: 1.82729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.12422008366472, tolerance: 1.7312750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.989292976767228, tolerance: 1.946755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.66547273912305, tolerance: 2.1414987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.45430258378574, tolerance: 1.89419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.7011616370279, tolerance: 1.5856750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.5143371859908, tolerance: 1.7979387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.126525322996812, tolerance: 1.340675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.618926400927116, tolerance: 2.1924987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.582437641427443, tolerance: 1.30678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.189588726437716, tolerance: 1.96568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.32072773198883, tolerance: 1.9305949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.25140198532963, tolerance: 1.8471949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.7069324072236, tolerance: 2.1111549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.861907583795606, tolerance: 1.4244750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.340807210927558, tolerance: 2.1519487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.843023816637526, tolerance: 2.4059950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.1028460320702, tolerance: 2.032955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.695339377622297, tolerance: 1.5629949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.83844758930659, tolerance: 2.356355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.30211839313825, tolerance: 1.86119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.787806497315625, tolerance: 1.5123550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.151465493199508, tolerance: 2.0492387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.704618234212077, tolerance: 1.7801550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.927740955747957, tolerance: 2.01896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51996844898845, tolerance: 2.02279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.758128775907153, tolerance: 1.8258687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.661101411916942, tolerance: 1.9211949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.864197138925295, tolerance: 1.71459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.60550892389012, tolerance: 2.01729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.262892634632195, tolerance: 1.595155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.833549957263713, tolerance: 2.04289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.869175770725622, tolerance: 1.93799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.08443044312447, tolerance: 1.7099887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.245168058795418, tolerance: 1.8860887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.259314832412008, tolerance: 2.4016987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.663794092598387, tolerance: 1.68618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.060989077952886, tolerance: 2.023155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.782999382909118, tolerance: 1.6193949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.887884704672878, tolerance: 1.76979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.813606623226427, tolerance: 1.54659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.654255371627613, tolerance: 1.8565200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.833524158761861, tolerance: 1.950075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.210285637513756, tolerance: 1.9967550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.209680545764048, tolerance: 1.7857549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.827234168358252, tolerance: 2.62054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86178238242369, tolerance: 1.8911887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.675561481631867, tolerance: 2.1339487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.817231574601102, tolerance: 1.344955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.42406778307567, tolerance: 1.9598387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.323260393500846, tolerance: 2.09508875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.649361924195702, tolerance: 1.9631387499999997
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.410203289155394, tolerance: 1.43031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.03168614303624, tolerance: 1.7682200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.34053317015957, tolerance: 1.5059
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.810462291503235, tolerance: 1.46236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.65064321532547, tolerance: 2.1835887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.13666198600081, tolerance: 1.8251987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.492272889328838, tolerance: 1.81668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.56146792015282, tolerance: 1.75938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.893594939216825, tolerance: 1.77288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.398241246556346, tolerance: 1.48899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.575233730072092, tolerance: 1.62714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25243790649575, tolerance: 1.7236887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.647616413585197, tolerance: 1.5754487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.332329604430264, tolerance: 1.8912200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.496380148966274, tolerance: 2.218475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.81071754771743, tolerance: 1.394555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.53145637936121, tolerance: 1.67638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.72518371345819, tolerance: 1.63791875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.648646652772797, tolerance: 1.91618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.260683746114871, tolerance: 1.77824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.826522211957787, tolerance: 1.3307200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.3769750222512, tolerance: 1.8564387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.702159658139017, tolerance: 1.59989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.123350657203392, tolerance: 1.337155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.617091268853216, tolerance: 1.62549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.704923081445518, tolerance: 1.62214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9644892715842, tolerance: 1.8097
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.423126484560193, tolerance: 1.5145187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.70985583116621, tolerance: 1.26901875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.016009552646274, tolerance: 1.5549199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.480174937850371, tolerance: 1.66779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.909948492276975, tolerance: 1.57458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.533550132014852, tolerance: 1.51682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.905810168780363, tolerance: 1.5751387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.52843017415377, tolerance: 2.1340887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.209405212942677, tolerance: 1.8221949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.957959611740087, tolerance: 1.387755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.33888971114992, tolerance: 1.789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.108899118782901, tolerance: 1.2921387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.169969923446324, tolerance: 1.9956987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.940244913759855, tolerance: 1.97739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.432346844924478, tolerance: 1.500555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.896356242514685, tolerance: 1.3410487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.294864993313354, tolerance: 1.5311887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.090822934087345, tolerance: 1.7507550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.06181056559619, tolerance: 1.849395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.611379214677093, tolerance: 1.9467487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.298367226944567, tolerance: 1.7480187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.38572242266684, tolerance: 1.5444887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.428193155544655, tolerance: 1.9270800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.871095992600441, tolerance: 1.55712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.26643658329087, tolerance: 1.6119200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.22592168774746, tolerance: 1.61239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.287605102673133, tolerance: 1.6999987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.343173722916688, tolerance: 1.49332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.234579884792872, tolerance: 1.77688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.01381051502812, tolerance: 1.75222
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.330036076273974, tolerance: 2.294795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.330721953433994, tolerance: 1.5396887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.46200819088759, tolerance: 1.13858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9208800990726047, tolerance: 1.31229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.539815459566157, tolerance: 1.15178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.58450528867311, tolerance: 1.9298487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.10073585049982, tolerance: 2.1395887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.15500443149305, tolerance: 1.8421200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.944688345513924, tolerance: 1.7950387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.623124017137627, tolerance: 1.355075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.39745294518263, tolerance: 2.28011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.469395072581907, tolerance: 1.6872987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.454427490920189, tolerance: 1.46038875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.604020944137176, tolerance: 1.89364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.359924766348, tolerance: 1.950195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.05376110827969, tolerance: 1.7225987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.271305780021216, tolerance: 1.34322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.50537638131238, tolerance: 1.8181200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.523343765810154, tolerance: 1.2475200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.109965471557796, tolerance: 1.352595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.83050142262247, tolerance: 1.478555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.0514382038763, tolerance: 2.317395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.160972600448005, tolerance: 1.5752387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.246740975224295, tolerance: 1.67829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.416125955307077, tolerance: 1.7523187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.332057533516753, tolerance: 1.51892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.924139164947697, tolerance: 1.7314799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.56914820267566, tolerance: 1.698555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.007300578039825, tolerance: 1.77728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.93899813280874, tolerance: 1.9603987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.89472742481344, tolerance: 1.7676387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.017024638251605, tolerance: 1.4838387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.876258428833054, tolerance: 1.80452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.169976456419377, tolerance: 1.9072187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.0244319134889, tolerance: 1.4937387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.974030886389386, tolerance: 1.5948387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.340127069242413, tolerance: 1.48288875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.1904810795503, tolerance: 1.932555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.08727551043755, tolerance: 2.06198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.815651681500754, tolerance: 1.66738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.06848191766686, tolerance: 1.55239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.787613716070346, tolerance: 1.7637387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.67624340427482, tolerance: 1.81958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.322924359901315, tolerance: 2.10338875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.863132172306628, tolerance: 2.07838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.47529145271029, tolerance: 1.9687987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.31513582187184, tolerance: 2.3499887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.67141184817239, tolerance: 1.73254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.24390326541789, tolerance: 2.0228987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.69203289075257, tolerance: 1.8006987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71525109602382, tolerance: 1.6097949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.297117208633807, tolerance: 1.68638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.988873432993216, tolerance: 2.1368799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.17354514025376, tolerance: 2.32004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.446392530624237, tolerance: 1.74032
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.067558660314276, tolerance: 1.49466875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.383827572359074, tolerance: 2.3464750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.407969110442831, tolerance: 1.91792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.1194333577775, tolerance: 2.2252387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.093183240217158, tolerance: 1.548555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.36774551010097, tolerance: 2.0091487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.78594330966819, tolerance: 1.75813875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.38572683498647, tolerance: 1.57276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.26123367489793, tolerance: 1.7239949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.265876439108837, tolerance: 1.8369949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.028066223248032, tolerance: 1.8832987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.72898221873146, tolerance: 1.42379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.425864264638147, tolerance: 1.744595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.756212541217312, tolerance: 1.59818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.21745162392468, tolerance: 1.42841875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.066706296854967, tolerance: 1.2755687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.11950321458376, tolerance: 1.6902000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.50794123919255, tolerance: 2.10203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.242281803251199, tolerance: 1.498155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.91567532923489, tolerance: 1.52424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.81245163284729, tolerance: 1.63399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.285530023918849, tolerance: 1.6271949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.238001382296101, tolerance: 1.61322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.74836596288041, tolerance: 1.7574200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.082335987075133, tolerance: 1.9851949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.2131112031925, tolerance: 1.9997800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.32003532771901, tolerance: 2.4749487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.65905861047011, tolerance: 1.4903199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.303155713559164, tolerance: 2.1427199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.340996317964212, tolerance: 1.74688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.75533965344082, tolerance: 1.8369549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.678610486579835, tolerance: 2.10082
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.011273861243023, tolerance: 1.9535199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.74615659012001, tolerance: 2.2014387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.138019598911775, tolerance: 2.6243487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.574531980833463, tolerance: 1.5334
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.99342318138354, tolerance: 2.0645200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.27842855712616, tolerance: 1.58352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.231056241366357, tolerance: 1.4657200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.11147815283054, tolerance: 1.7286000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.282191720068695, tolerance: 2.2254200000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.0775586184958, tolerance: 1.96248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.825095396774046, tolerance: 2.51238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.23024921666073, tolerance: 1.892755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.64118276903311, tolerance: 2.50604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.863350915436794, tolerance: 2.0790200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.559324799317725, tolerance: 2.05836875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.893583608577128, tolerance: 2.31586875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.309988409190176, tolerance: 1.8532187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.34450954518622, tolerance: 2.2056750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.67029425731638, tolerance: 1.9438387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.62360867446464, tolerance: 1.8343387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.34924297589666, tolerance: 1.7610487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.73273659111363, tolerance: 1.4981200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.831538508637289, tolerance: 1.6977887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.345531862644062, tolerance: 1.7021000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.931825815901604, tolerance: 1.9291800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.31067829773397, tolerance: 1.964955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.594327346375966, tolerance: 1.9726687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.774632836066093, tolerance: 2.00998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.67435722454237, tolerance: 1.8681949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.056332934926946, tolerance: 1.91594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.206639615748223, tolerance: 1.5461387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.29288703976444, tolerance: 1.413555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86011973318534, tolerance: 1.46458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.656584373284716, tolerance: 1.7431887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.09927197914262, tolerance: 1.7009987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.555386999244632, tolerance: 2.11234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.006189820961637, tolerance: 1.9554799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.71863669775047, tolerance: 1.9786000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.974065480831488, tolerance: 1.8608887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.39139011457703, tolerance: 2.31994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.144714211756096, tolerance: 1.63528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.785155003521027, tolerance: 2.1978987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.96472124505337, tolerance: 2.49142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.87917301628082, tolerance: 2.21152
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.435756220434044, tolerance: 1.68331875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.465502781665627, tolerance: 1.81519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.399269637357108, tolerance: 1.7045887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.53820693670885, tolerance: 1.77484875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.42973030264453, tolerance: 2.34708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.268450816532628, tolerance: 2.06789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.84364626522001, tolerance: 2.337875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.44401169216084, tolerance: 1.7697387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.400818799290626, tolerance: 1.9220000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.40774534930842, tolerance: 1.9360387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.676758567744685, tolerance: 2.058395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.019655621481895, tolerance: 1.7410200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.735198929353754, tolerance: 2.2309949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.70984502744092, tolerance: 1.53029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.434232728684265, tolerance: 1.66954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.970849956381997, tolerance: 1.87648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.15413462001851, tolerance: 1.8770987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.461512323834167, tolerance: 2.1191550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.157891081865333, tolerance: 2.04623875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.632105354211436, tolerance: 2.18922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.53962334707403, tolerance: 1.7305800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.924955896113758, tolerance: 2.154
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.503513990472257, tolerance: 1.9677187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.1218707112494, tolerance: 1.3023550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.09610632796716, tolerance: 1.9465387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.40497638768464, tolerance: 2.1868000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61659567748886, tolerance: 1.7238387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.797262368700906, tolerance: 1.8824687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.982233714242895, tolerance: 1.87524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.61355538988729, tolerance: 2.02128875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.190937587576514, tolerance: 1.8539387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.245906020334168, tolerance: 1.67826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.648027244688485, tolerance: 2.02478875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51687605845415, tolerance: 1.9968987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.944057379790777, tolerance: 1.8823
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.71973187822639, tolerance: 1.96049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.667582450390544, tolerance: 1.91133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.939136959759484, tolerance: 2.0538387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.193775222503465, tolerance: 1.585555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.35031679987147, tolerance: 2.1209987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.769263318892584, tolerance: 2.16286875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.82647638650238, tolerance: 2.0017487499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.344310414089877, tolerance: 1.8998387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.376144421037022, tolerance: 1.6188799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.13962078755965, tolerance: 1.73148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.43246241943361, tolerance: 2.0681387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.27142802843155, tolerance: 1.9369887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.85457421697308, tolerance: 1.646875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.962447546652584, tolerance: 2.5378887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.245819051183624, tolerance: 1.5893950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.801392860020993, tolerance: 2.0640799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.701213878555183, tolerance: 2.032955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.891123746154626, tolerance: 2.15603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.082092251795835, tolerance: 1.8962799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.07917849809033, tolerance: 1.71071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.88755082199099, tolerance: 2.199755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.32710048826692, tolerance: 1.95014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.132316793235983, tolerance: 1.6176000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.67162520918749, tolerance: 1.8399887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.6653573713129, tolerance: 1.802755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.849567210931928, tolerance: 1.7618800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.19792115526291, tolerance: 2.1328750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.77236318044638, tolerance: 2.0200750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.779111658598445, tolerance: 1.63156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.76421130626664, tolerance: 1.9251
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.048631271949574, tolerance: 1.50518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.86502762114846, tolerance: 2.3464750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.045260301556524, tolerance: 2.21812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.389301673286464, tolerance: 2.1905487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.652881016660693, tolerance: 1.8619987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.84204273706198, tolerance: 1.6547687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.06383043801078, tolerance: 1.7656987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.366271452578417, tolerance: 2.12728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.916975789872662, tolerance: 1.8271800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.420495627725888, tolerance: 2.172755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.750589819831475, tolerance: 1.50383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.752942064414984, tolerance: 1.470995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.504886816251577, tolerance: 1.93861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.704844311559846, tolerance: 2.15561875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.50415548239593, tolerance: 2.2790887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.12559881984482, tolerance: 2.05211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.180820309211825, tolerance: 2.05266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.59889674721269, tolerance: 2.16794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.392620038539697, tolerance: 1.66858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.62678124590918, tolerance: 1.9113800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.990136184377402, tolerance: 1.8585950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.45893921260017, tolerance: 2.14582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.26324464819053, tolerance: 1.8149800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.25945579404149, tolerance: 1.8922487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.061242759020573, tolerance: 1.8501387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.807820903370484, tolerance: 1.8811800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.74774316519007, tolerance: 2.12248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.192553024185187, tolerance: 1.6403687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.05136998966124, tolerance: 1.87414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.92908800455706, tolerance: 1.81388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.375342133972346, tolerance: 2.4361487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.29975020333299, tolerance: 1.8571000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.55775504192181, tolerance: 2.034395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.54408723190295, tolerance: 2.26483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.67012799736323, tolerance: 2.0342387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.89724603933825, tolerance: 1.9393199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.129461494908714, tolerance: 2.06451875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.397000249909656, tolerance: 1.99061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.82662140056838, tolerance: 1.84229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.771745954906873, tolerance: 1.9569949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.064888409328564, tolerance: 2.05821875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.052556545709614, tolerance: 1.82558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.297465997143988, tolerance: 1.8061200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.877223903867936, tolerance: 1.9878987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.17394349889596, tolerance: 2.0103199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.297920670844213, tolerance: 2.08731875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.89967582661101, tolerance: 1.74428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.84406001613808, tolerance: 1.9448987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.905438074605165, tolerance: 2.1751199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.550399126903997, tolerance: 1.59749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.573496590285203, tolerance: 1.91776875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.332527004057333, tolerance: 2.07242
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.005760136718976, tolerance: 2.1793
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.556024409328856, tolerance: 2.0270187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.613863475693616, tolerance: 1.6715887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.968746054568427, tolerance: 1.99338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.008804053576846, tolerance: 1.6552799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.103859805277466, tolerance: 1.70879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.076370779908302, tolerance: 1.6189200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.66983955089008, tolerance: 2.029555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.958400139418542, tolerance: 1.593195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.644386046180152, tolerance: 1.8643549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.926620897831015, tolerance: 1.4482000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.16062752682489, tolerance: 1.71559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.060567727474437, tolerance: 1.5385199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.231547994790294, tolerance: 2.1250387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.256257957654775, tolerance: 2.14649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.608169981286668, tolerance: 1.8745887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.27875243087078, tolerance: 1.8880487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.36336341175078, tolerance: 1.65743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.61010340496719, tolerance: 1.7115950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.148569687676627, tolerance: 2.03804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.787995088842898, tolerance: 2.25492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.190474938609306, tolerance: 1.35201875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.720938269752484, tolerance: 2.06428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.112270908686362, tolerance: 1.46799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.452581447346965, tolerance: 2.1138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.549712639607222, tolerance: 1.869355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.472614904440015, tolerance: 2.4666487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.32299778547198, tolerance: 1.80899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.90553814962328, tolerance: 1.43368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.940627163932326, tolerance: 2.230555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.4525672693485, tolerance: 1.5861
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.36489379546519, tolerance: 1.6469949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.310061088452663, tolerance: 1.47749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.454518508024183, tolerance: 1.7825550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.060620377030688, tolerance: 1.93044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.17381899507937, tolerance: 2.13118875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.65054030418936, tolerance: 1.7529000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.819828163570435, tolerance: 1.6958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.110581796479646, tolerance: 1.8423949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.025722446551484, tolerance: 1.7232887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.085323214055244, tolerance: 2.2647887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.25209578693155, tolerance: 2.1778487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.61791341656337, tolerance: 2.45301875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.392363260671225, tolerance: 1.8047949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.406491168890824, tolerance: 1.63713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.570707265687588, tolerance: 1.8383949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.590082464123192, tolerance: 1.6592387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.490184911540524, tolerance: 1.491355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.62365189872029, tolerance: 1.4491387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.636192687779364, tolerance: 1.74518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.670283304033255, tolerance: 2.05004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.494158149679983, tolerance: 1.4145949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.09405997821897, tolerance: 1.67924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.980377668971968, tolerance: 1.63798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.528213311694564, tolerance: 1.96202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.877243646828468, tolerance: 1.8977187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56748490714392, tolerance: 1.79218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.054423866238803, tolerance: 1.95559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.55532168000582, tolerance: 1.914155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.298440089462495, tolerance: 1.9876
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.663595235122145, tolerance: 1.624155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.713588592954128, tolerance: 1.68628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.99350187779876, tolerance: 1.4769687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.444958794648304, tolerance: 2.4341800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.783691368436905, tolerance: 1.54328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.93292380284597, tolerance: 1.7612487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.979678803494656, tolerance: 1.7241187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.158355961329093, tolerance: 1.2640487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.024984051089636, tolerance: 1.932155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6263369927591, tolerance: 1.9575949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.814592921281072, tolerance: 1.80914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.964754796559394, tolerance: 1.4179887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.2827432971427, tolerance: 1.63794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.845746356197274, tolerance: 1.87808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.617236457812915, tolerance: 2.000675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.837676606263805, tolerance: 2.3307487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41842281616345, tolerance: 1.57789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.32236902111568, tolerance: 1.7094799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.181503465551174, tolerance: 1.63718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.708663885728456, tolerance: 1.8304487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.606799371890965, tolerance: 1.896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.564568403325865, tolerance: 1.7504887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.246694089685146, tolerance: 1.59064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.14733843925845, tolerance: 1.5996887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.99099508632132, tolerance: 1.853395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.276965945931856, tolerance: 1.5796750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.970384729811343, tolerance: 2.2913550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.99163112195668, tolerance: 1.9551687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.117116335424267, tolerance: 1.686755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.708653298805068, tolerance: 1.495995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.075556874878224, tolerance: 1.56981875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.075624965760902, tolerance: 1.8836387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.804818883020022, tolerance: 1.65796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.49555525357122, tolerance: 1.436795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.450912656905544, tolerance: 2.3936
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.963935372920128, tolerance: 1.8187
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.350470943025492, tolerance: 1.7804200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.280008941641043, tolerance: 1.6946687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.373001310511075, tolerance: 1.83824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.821556360916045, tolerance: 2.2125199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.52259235159558, tolerance: 1.26144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.163235294811123, tolerance: 2.1867187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.762809892383917, tolerance: 1.90598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11557841123055, tolerance: 1.8945949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.63386490472768, tolerance: 1.42669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.169770205080958, tolerance: 1.728755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.323897994974478, tolerance: 1.7833387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.261769794432418, tolerance: 2.0125200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.210155677041428, tolerance: 1.7175200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.071262551926633, tolerance: 1.76284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.94274895069109, tolerance: 1.9057387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.662451987938304, tolerance: 1.58554875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.365914073791501, tolerance: 1.82899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.365157401825709, tolerance: 1.48538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.2094440610612, tolerance: 1.982395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.328514301039547, tolerance: 1.62024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.064914825015336, tolerance: 1.5635487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.817383565144887, tolerance: 1.8966
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.322097621464888, tolerance: 1.699
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.039248423463278, tolerance: 1.6659800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.26696404771313, tolerance: 1.7253387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.193152242343723, tolerance: 1.6553887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.758829078950374, tolerance: 1.63926875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.317794007550873, tolerance: 2.08244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.85266581299404, tolerance: 1.90228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.532448554318865, tolerance: 1.3702200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.24773970246882, tolerance: 1.3853950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.962578196734805, tolerance: 1.4201949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.167647704554337, tolerance: 1.82092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.110932405296005, tolerance: 1.92494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.473941672453968, tolerance: 1.7195949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.426897513802523, tolerance: 1.6773949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.96724281693108, tolerance: 1.8026987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.32120821623116, tolerance: 1.47598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.64156138976964, tolerance: 1.25853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.48680573608806, tolerance: 1.66123875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.110687055315235, tolerance: 2.1387487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.498180231285263, tolerance: 1.240555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.94292001170503, tolerance: 1.7531887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.68245269708694, tolerance: 1.79239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.89183289216978, tolerance: 1.80014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.98676296395951, tolerance: 1.7257949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.220767878320704, tolerance: 2.26702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.815252305879309, tolerance: 1.162275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.69085623713817, tolerance: 1.337955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.963620713566694, tolerance: 1.6085949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.602311666469088, tolerance: 1.6963387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.378195776897142, tolerance: 2.0423199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.251069167250002, tolerance: 1.32508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.119017393616225, tolerance: 1.9783387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.480763232920872, tolerance: 2.4398387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.6162307167044, tolerance: 2.06014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.702869715765665, tolerance: 1.9654800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.729262500644484, tolerance: 1.74681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.112227405403992, tolerance: 1.64199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.11057368477485, tolerance: 1.378155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.085463102099176, tolerance: 1.5421949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.102566804921393, tolerance: 1.206555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.07090252260504, tolerance: 1.8660887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.178992516984682, tolerance: 1.6673887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.507304394484745, tolerance: 1.5051200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.308230663232315, tolerance: 1.98399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.928766914384372, tolerance: 2.0509987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.008332603890505, tolerance: 1.68999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.91761729316837, tolerance: 1.30236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.14461932345938, tolerance: 2.134995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.037468877210706, tolerance: 1.6718000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.28599091026411, tolerance: 1.842555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.55048210778056, tolerance: 1.4821487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.319105142686048, tolerance: 1.48048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.36531219323966, tolerance: 1.6912387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.17013991496426, tolerance: 1.42718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.305284905551854, tolerance: 1.5283387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.086539797028905, tolerance: 1.4769200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.015612550644466, tolerance: 1.4497887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.092569917803536, tolerance: 1.189275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.77576189615949, tolerance: 1.5250487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.56719254233353, tolerance: 1.9835387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.758718039488663, tolerance: 1.48324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.349024802859276, tolerance: 1.7529549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.496239219843687, tolerance: 1.9122487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.986862010089247, tolerance: 1.54816875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.192640596737036, tolerance: 2.1485800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.732468420908244, tolerance: 1.723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.500058769503983, tolerance: 1.7355949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.83883607270847, tolerance: 1.285555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.86484909432705, tolerance: 1.6888200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.327531496393178, tolerance: 1.6940987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.167749964369575, tolerance: 1.9775949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.043177777629893, tolerance: 1.76394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.926681451719016, tolerance: 1.7833687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.453254940499985, tolerance: 1.8448887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.003290458562176, tolerance: 1.8269949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.854255523889776, tolerance: 1.493675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.585480414533603, tolerance: 2.04422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.299575924132007, tolerance: 1.61708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.799750520303435, tolerance: 1.368755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.134174285873286, tolerance: 1.7341
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.00366574166566, tolerance: 1.6751549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.603125752982056, tolerance: 2.195195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.583075258307197, tolerance: 1.6325387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.42445897963682, tolerance: 1.9065950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.620991799485083, tolerance: 1.59058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.55892841315265, tolerance: 1.8335387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.956617337008872, tolerance: 1.61523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.00548293351565, tolerance: 1.6546750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.45627052237758, tolerance: 1.8471549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.50381370690335, tolerance: 1.61621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.819915950760304, tolerance: 1.46772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.751827074210315, tolerance: 1.42224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.061500894418732, tolerance: 1.69718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.044865780780157, tolerance: 1.5685887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.072043847648402, tolerance: 1.57168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.42952681147124, tolerance: 1.28014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.261596147897826, tolerance: 1.7170687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.116158511536803, tolerance: 1.7841549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.459514506779012, tolerance: 1.8261949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.877171878895453, tolerance: 1.92182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.438909890140097, tolerance: 1.6598887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.302280445573636, tolerance: 1.9303387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.466237921175765, tolerance: 1.84418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.353334431811014, tolerance: 1.62881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.829367135679924, tolerance: 1.74442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.221561158277044, tolerance: 1.51309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.43291854158114, tolerance: 1.7523987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.079704990019927, tolerance: 1.9639949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.51311333804117, tolerance: 1.6800387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.77206498398668, tolerance: 1.438755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.698801862024236, tolerance: 2.02608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.15711931819188, tolerance: 1.81064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.35071541998716, tolerance: 1.826275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.884262168511787, tolerance: 1.73639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.502376210708494, tolerance: 1.61708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.143616434970596, tolerance: 1.8267949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.651050524592737, tolerance: 1.69593875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.67777542668712, tolerance: 1.38379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.695850154394982, tolerance: 1.5555549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.043083384937482, tolerance: 1.8999549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.429291329259044, tolerance: 1.45328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.46509856643124, tolerance: 1.690195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.73633030564385, tolerance: 1.65858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.23128075169823, tolerance: 1.722275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.270336973948117, tolerance: 1.47123875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.454861349724718, tolerance: 1.3967387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.53066915267968, tolerance: 1.30079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.180704836015984, tolerance: 1.91611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.69786449282034, tolerance: 2.1408487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.035183249441822, tolerance: 1.87723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.02079976242125, tolerance: 1.67629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.666970478787205, tolerance: 2.024755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.48175800412124, tolerance: 1.93989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.1908021259077, tolerance: 1.71403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.21375123400933, tolerance: 1.6380687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.802506277250473, tolerance: 1.4527200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.123845894037043, tolerance: 2.0685987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.877570491870387, tolerance: 1.5302799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.350498679074228, tolerance: 2.1164387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.12634038060026, tolerance: 2.00473875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75064898813135, tolerance: 1.7696799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.36164806808683, tolerance: 2.41243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.208884771337747, tolerance: 1.7300987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.209449749902788, tolerance: 1.46652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.430045721731762, tolerance: 1.9941949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.087078405621146, tolerance: 1.80028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.802085584527, tolerance: 1.6832200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.931295795423754, tolerance: 1.6389549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.190399615898077, tolerance: 1.8045549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.881519097697456, tolerance: 2.03928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.063178051613693, tolerance: 2.3937887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.622676096895447, tolerance: 1.8544487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.991619948725976, tolerance: 1.19269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.953265523484315, tolerance: 1.646675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.145996666006932, tolerance: 1.593355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.820135997061495, tolerance: 1.40048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.055928578611635, tolerance: 1.564
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.541425492728678, tolerance: 1.9716987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.905323465552662, tolerance: 1.8371000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.560890569294855, tolerance: 1.9396887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.364933403679764, tolerance: 1.641475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.967266022424838, tolerance: 1.35584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.33483358962439, tolerance: 1.4106487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.127295337822126, tolerance: 2.38753875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.988018079277044, tolerance: 1.73719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.469226454528915, tolerance: 2.16634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.9386103358243, tolerance: 1.6787887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.579904235269915, tolerance: 1.9516887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.00387839190011, tolerance: 1.8399387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.377765477829602, tolerance: 1.8325
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.46407943953959, tolerance: 1.7895387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.218656474942865, tolerance: 1.7213199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.044623653954094, tolerance: 1.4300387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.668648197538005, tolerance: 2.0524487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.5336054913792, tolerance: 1.5449187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.617849134999943, tolerance: 1.6944200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.217266216085132, tolerance: 2.37462
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.032594846461237, tolerance: 1.657995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.288184212710874, tolerance: 1.6192887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.007120800898424, tolerance: 2.007675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.166912876720037, tolerance: 1.5841949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.862559609405093, tolerance: 2.1434887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.0054477728421, tolerance: 1.8544387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.208128287405856, tolerance: 1.430155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.47634037671429, tolerance: 2.36789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.085978774315898, tolerance: 1.9012987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.94957458132989, tolerance: 1.54518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.747030306799545, tolerance: 1.82889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.991991908760326, tolerance: 1.7273949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.475883406380795, tolerance: 1.8122387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.681427180247184, tolerance: 1.739675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.44609987705466, tolerance: 1.857755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.77024149750052, tolerance: 1.3109887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96721812933583, tolerance: 1.8199550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.356362867448645, tolerance: 1.679755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.263183429473315, tolerance: 2.09079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1848355971568, tolerance: 1.8649887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.776118374651958, tolerance: 2.0041949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.113062479942574, tolerance: 1.6780887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.73378220880237, tolerance: 1.812155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.731403183183197, tolerance: 1.6959949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.33848400868314, tolerance: 1.7927199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.30388441475985, tolerance: 1.95851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.130210112612728, tolerance: 2.20679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.43260638186711, tolerance: 1.66958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.788219387722066, tolerance: 1.476395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.444233385112337, tolerance: 1.7513
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.401914772297594, tolerance: 1.8954187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.085515918595558, tolerance: 1.9916200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.376746372176296, tolerance: 1.7705949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.960802919192686, tolerance: 1.7481
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.560417716784386, tolerance: 1.9611549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.99743951541859, tolerance: 1.62031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.76791340898232, tolerance: 1.9317949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.898484564558974, tolerance: 2.129355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.127680718400523, tolerance: 1.8522200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.275974074681173, tolerance: 1.6119949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.464822311068033, tolerance: 2.069275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.70034021858739, tolerance: 1.52934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.111380994515248, tolerance: 1.8396687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.990495575172737, tolerance: 2.0941549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.106586264533682, tolerance: 1.7061187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.726637817105004, tolerance: 2.054595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.55917837160093, tolerance: 1.7149949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.211461736433998, tolerance: 1.9477550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.409944602855917, tolerance: 1.4221887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.786414224757657, tolerance: 2.2875800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.39971762327841, tolerance: 1.6625887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.75910140350836, tolerance: 1.49168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.275687483939162, tolerance: 1.9071199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.377749709307928, tolerance: 1.8842387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.184591994158502, tolerance: 1.558355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.997920379769262, tolerance: 1.49653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.874465384719265, tolerance: 1.9336887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.924775650879859, tolerance: 1.4403949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.462687784643066, tolerance: 1.74064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.875905926994694, tolerance: 1.825555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.258149506085637, tolerance: 2.022195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.78077751338789, tolerance: 1.78364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.785017283042631, tolerance: 1.250595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.97145755170943, tolerance: 1.895155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.18659132518644, tolerance: 1.792475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.944526283589262, tolerance: 1.491395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.145508373290586, tolerance: 1.55458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.35592437587453, tolerance: 1.8963687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.51924199157151, tolerance: 1.70386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.136754813344545, tolerance: 1.6883949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.214261834113778, tolerance: 1.71314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.18963968701759, tolerance: 1.6023387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.891900948594973, tolerance: 1.76408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.372115018948026, tolerance: 1.69129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.98193933721751, tolerance: 1.6960387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.188760757917827, tolerance: 1.6210887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.953458242297717, tolerance: 1.50499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.216475489576787, tolerance: 1.6837949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.153219109334884, tolerance: 2.21243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.546914827523413, tolerance: 1.8027000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.537096113457267, tolerance: 1.6684200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.2163833240785, tolerance: 1.48634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.330703171395665, tolerance: 1.7034887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.639811273513686, tolerance: 1.9525949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.203700316685914, tolerance: 1.7647199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.989613532591385, tolerance: 1.7838387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.229452459989332, tolerance: 1.4463949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.76624277367514, tolerance: 1.7963800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.5279092439922, tolerance: 1.42614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.638426172586978, tolerance: 1.31529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.659716509617986, tolerance: 2.06618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.945449380438028, tolerance: 1.7015550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.19559413461807, tolerance: 1.8595387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.199870944379871, tolerance: 1.69231875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.91115795372726, tolerance: 1.7539387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.048464959721485, tolerance: 2.3893987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.83669004508227, tolerance: 1.536475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.339303329605285, tolerance: 1.358195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.490499595861017, tolerance: 1.8100200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.06653972657294, tolerance: 1.5852887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.133412518320569, tolerance: 2.1033549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.564797050942914, tolerance: 2.00573875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.647095210106116, tolerance: 1.9619000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70201833407876, tolerance: 2.26118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.015895912931366, tolerance: 1.97298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.603076700616377, tolerance: 1.77309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.832241388204324, tolerance: 1.6926387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.85714241284896, tolerance: 1.9005487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.129349710913022, tolerance: 1.79912
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.004819685135107, tolerance: 1.9687887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.39510931303228, tolerance: 1.7392987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.559561501759603, tolerance: 1.98138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.910913075031125, tolerance: 2.05162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.50668604418011, tolerance: 2.3871200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.410166349262889, tolerance: 1.9418887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.386737799448106, tolerance: 1.89162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.447645656698693, tolerance: 2.3671487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.719243924080203, tolerance: 2.42694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.339867149127976, tolerance: 1.43238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.615587554115827, tolerance: 1.80238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.758673822696428, tolerance: 1.44891875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.453772811315474, tolerance: 1.8852987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.44187718980716, tolerance: 2.2656187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.287105807752113, tolerance: 2.28289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.59425034127643, tolerance: 2.288995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.13732593442037, tolerance: 1.58668875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.9815656691192, tolerance: 2.1817687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.486498835707874, tolerance: 2.5601949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.966474483601914, tolerance: 2.17384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.52784879981529, tolerance: 1.9457
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.632662209722515, tolerance: 2.0979187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.344239687188278, tolerance: 2.012355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.002124920791594, tolerance: 1.60156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.914369665608287, tolerance: 2.26246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.054754802158325, tolerance: 1.7737200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.499825400312766, tolerance: 1.77734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.187608651303691, tolerance: 1.7167549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.245780196699492, tolerance: 1.980155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.093747554926377, tolerance: 2.01223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.165334359910602, tolerance: 1.83004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.572325263833665, tolerance: 1.94094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.574594627837554, tolerance: 1.7681200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.41964692854203, tolerance: 2.34238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.668059188478555, tolerance: 1.92611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.970868884187293, tolerance: 1.908555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.949945940282355, tolerance: 2.07968875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.784936170001487, tolerance: 2.4153200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.970971650674503, tolerance: 1.76979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.90100585524685, tolerance: 2.07652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.4731253309757, tolerance: 2.2993187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.67428115720216, tolerance: 1.713475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.579097688906046, tolerance: 1.7797550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.23760802133131, tolerance: 1.7275487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.14928722704296, tolerance: 1.8302887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.364829007845692, tolerance: 2.468475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.091468547138508, tolerance: 2.0723000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.038788232280524, tolerance: 2.07999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.12649087373794, tolerance: 2.32118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.31783454760739, tolerance: 2.1942799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.567171373080996, tolerance: 1.67323875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.707021419006974, tolerance: 2.11084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.143942493203625, tolerance: 1.8401949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.570084621234823, tolerance: 1.83584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.65720856263594, tolerance: 1.6522200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.67120831620818, tolerance: 2.115675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.222802294835656, tolerance: 1.872755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.199436540875887, tolerance: 2.03938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.531245346293042, tolerance: 1.80463875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.062335853956306, tolerance: 1.9833200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.38236315884511, tolerance: 1.9399549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.484079915944534, tolerance: 1.840555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.963377426010695, tolerance: 2.56903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.564097409457144, tolerance: 2.14606875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.491453807704257, tolerance: 2.29889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.83763957103393, tolerance: 1.8288200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.270687945800567, tolerance: 2.34358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.687127558284885, tolerance: 2.18012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.999759164323915, tolerance: 1.9291799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.497171132284386, tolerance: 1.9629387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.180353010495445, tolerance: 2.22098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.039458215544663, tolerance: 2.175795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.29472019521301, tolerance: 2.2785887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.310093581492254, tolerance: 1.9325387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.37189575350686, tolerance: 1.95678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.505482594301924, tolerance: 2.3619950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.527016670985955, tolerance: 1.38379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.333331269360556, tolerance: 2.09211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.027554658399886, tolerance: 1.76958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.409826808079018, tolerance: 2.195355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.161181190272192, tolerance: 1.5235949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.18469312660769, tolerance: 1.4645000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.017582768859363, tolerance: 1.7229487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.278189339134858, tolerance: 2.41012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.317194563356722, tolerance: 1.4710750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.568845827581512, tolerance: 1.8895949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.884792969639626, tolerance: 1.8576200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.675637820148356, tolerance: 2.11263875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25093444649237, tolerance: 2.11254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.79393480520903, tolerance: 2.277955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.912474132043403, tolerance: 2.45348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.747057815366624, tolerance: 1.83942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.929151185486894, tolerance: 1.52589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.304185969660992, tolerance: 1.77134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.184026600456853, tolerance: 1.6686200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.245998990662898, tolerance: 1.6977549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.258866574216064, tolerance: 1.27788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.8842827935284, tolerance: 1.3663687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.19086000764677, tolerance: 1.65904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.770056322085715, tolerance: 2.2288987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.758960829142787, tolerance: 1.8418750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.80329077335307, tolerance: 1.5512487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.129805511309613, tolerance: 1.65071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.301694443920198, tolerance: 1.4437887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.393457767892787, tolerance: 1.606
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.9557036396552, tolerance: 1.9141687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49924661464676, tolerance: 1.59272
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.78850971840537, tolerance: 1.5284799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.171528100264123, tolerance: 1.5900387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.166727304180455, tolerance: 2.26683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.230912029798876, tolerance: 1.22158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.271590166986694, tolerance: 1.8446187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.06483376183397, tolerance: 1.54964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.682353830030667, tolerance: 2.14224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.135263774369406, tolerance: 1.75616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.393053603292007, tolerance: 1.7481949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.127787063398557, tolerance: 2.051995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.29894944784471, tolerance: 1.5268887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.59788152522373, tolerance: 1.536395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.38209469396575, tolerance: 2.02249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.554136376652865, tolerance: 1.6719000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.614071231347296, tolerance: 1.74662
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62441078590582, tolerance: 1.6931
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.721580415647463, tolerance: 1.9971950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.932313936088214, tolerance: 1.37556875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.327598252534592, tolerance: 2.28379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.04183553698511, tolerance: 1.8884387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08521684549489, tolerance: 1.8101387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.435809839667762, tolerance: 1.4461000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.969760942678313, tolerance: 1.9552887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.424902384650004, tolerance: 2.02318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.527082524581886, tolerance: 1.68628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.30314852379402, tolerance: 1.4202750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.342909146707445, tolerance: 1.80148875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.442577205843182, tolerance: 1.870155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.534613115778562, tolerance: 1.8298387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.68402738808299, tolerance: 1.9729687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.288089072326066, tolerance: 1.80371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.78420115282286, tolerance: 1.7890750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.962527417002146, tolerance: 1.41783875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.050049123316604, tolerance: 1.5813887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.18064487276661, tolerance: 1.64539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.088556496654196, tolerance: 1.571595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.93221301833356, tolerance: 1.7579549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.257867281341493, tolerance: 1.625475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.039525684661886, tolerance: 1.84663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.62490342467516, tolerance: 1.5418887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.690079314507802, tolerance: 1.99266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.82897662770273, tolerance: 1.399155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.54528192154668, tolerance: 1.52424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.530900564740207, tolerance: 1.5848200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.071044776964968, tolerance: 1.318475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.28416267041281, tolerance: 1.7600887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.210757678807877, tolerance: 1.87488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64050597351737, tolerance: 1.52729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.74178599288371, tolerance: 1.657475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.891642029771702, tolerance: 1.64316875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.533597151934114, tolerance: 1.8903549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.086339530574506, tolerance: 1.54784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.523928208007067, tolerance: 1.3551887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41122824611437, tolerance: 1.4224799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.720344829233916, tolerance: 1.57479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00693209660227, tolerance: 1.567355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.69231561797183, tolerance: 1.5333687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.074088579310544, tolerance: 1.65349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.69026851658984, tolerance: 1.8509949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.688267717800443, tolerance: 1.71671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.698327060625722, tolerance: 1.8406887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.220053598523172, tolerance: 1.77308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.016849597042807, tolerance: 1.8620750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.22833944648162, tolerance: 1.74459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.23486235798787, tolerance: 1.78319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.536234791048066, tolerance: 1.08363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.937044886289854, tolerance: 1.4268387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.743840849704164, tolerance: 1.9992
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.39378039669892, tolerance: 1.58258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.59303835629225, tolerance: 1.3033387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.423322920900343, tolerance: 1.71851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.179691218350378, tolerance: 1.45204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.297066389511087, tolerance: 1.44373875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.494899407660228, tolerance: 1.80706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.14710912290351, tolerance: 1.54909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.995792751020144, tolerance: 1.7549200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.72055531529263, tolerance: 1.8762487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.178363592194906, tolerance: 1.7437549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.130247376915346, tolerance: 1.312275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.571546093144285, tolerance: 1.9855549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.136169439867285, tolerance: 2.23629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.995741310076067, tolerance: 1.7992487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.378515524606062, tolerance: 2.3379987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.401264196816047, tolerance: 1.3491887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.163036739127868, tolerance: 1.8437200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.986538264941316, tolerance: 1.8435800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.992210954845529, tolerance: 1.6897550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.98413901805317, tolerance: 1.712955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.457942967031638, tolerance: 1.60178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.855867930965957, tolerance: 2.1227887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.06056061632636, tolerance: 2.14298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.230385673181118, tolerance: 2.059
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.970832172227016, tolerance: 1.689275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.639365868984722, tolerance: 1.7993949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.405268645139369, tolerance: 1.8501200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.776476914595257, tolerance: 1.6535949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51975881218845, tolerance: 1.6647949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.929021648574736, tolerance: 2.1308200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.585601217339182, tolerance: 1.9353800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.612351952080893, tolerance: 2.2664887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.0485098212154, tolerance: 1.52684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.230627057929333, tolerance: 1.92319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.90264927921212, tolerance: 1.7435987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.63665166180256, tolerance: 2.1211949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.78650098415882, tolerance: 2.29431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.48834223861698, tolerance: 2.1365000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.966680757656732, tolerance: 2.12062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.178498371060645, tolerance: 1.7117887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.51059569051828, tolerance: 2.00489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.984785985680983, tolerance: 2.18858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.425223981778753, tolerance: 2.1683487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.377150253940805, tolerance: 1.49468
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.959478772958814, tolerance: 1.8616987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.110778144081955, tolerance: 1.63582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.262714838613828, tolerance: 2.053155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.42100567326216, tolerance: 1.79518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.961137757435893, tolerance: 2.45878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.151086975525924, tolerance: 2.0193487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.472912210023924, tolerance: 1.810675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.449534370987784, tolerance: 1.7619949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.865786921470836, tolerance: 2.3122987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.574906744764974, tolerance: 1.93364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.125936291521626, tolerance: 1.9805387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.950172817358611, tolerance: 1.8285487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.451812352911485, tolerance: 1.937995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.880190122949664, tolerance: 1.8515549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.595280279438022, tolerance: 2.2006187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.35159512183779, tolerance: 2.0771
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.990598990447438, tolerance: 1.5745550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.09315140749597, tolerance: 2.04068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.646910094346907, tolerance: 1.9162687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.348263700715606, tolerance: 2.41622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.82336849748124, tolerance: 2.13198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.34301385685033, tolerance: 1.398995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.812459599214684, tolerance: 2.008555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.922212971603866, tolerance: 1.9483550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.5725252762549, tolerance: 1.993555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.089570604013975, tolerance: 2.2441549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.09981391922759, tolerance: 1.71219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.43051647160273, tolerance: 1.57569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.582821525661963, tolerance: 2.22748875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.38276265799785, tolerance: 2.070875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.828249263985967, tolerance: 2.04854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.68995726224236, tolerance: 2.2125387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.18655198367184, tolerance: 1.9615200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.190779056523624, tolerance: 1.743755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.939050083392946, tolerance: 2.17743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.176032783782404, tolerance: 2.34592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.701652522848171, tolerance: 1.3166
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.134027092669196, tolerance: 1.9619199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.190099438480935, tolerance: 1.4449550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.43960772213562, tolerance: 2.03084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.653088350537644, tolerance: 1.77311875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.201547997849982, tolerance: 1.6536187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.984611848073964, tolerance: 1.59538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.25590656207958, tolerance: 1.4787949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.061853198000136, tolerance: 1.9380799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.339643565187703, tolerance: 1.72769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.252614924687386, tolerance: 1.5537387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.036273358447, tolerance: 2.00008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.54005497530958, tolerance: 2.5210387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.702029326601302, tolerance: 1.50094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.41114660151772, tolerance: 1.8573487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.517907275603473, tolerance: 1.7683949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.426933325373017, tolerance: 2.1853549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07595567502058, tolerance: 1.874555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.313103415205834, tolerance: 1.683275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.956877893541236, tolerance: 1.881595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.54097871815947, tolerance: 1.8645200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.928393504593394, tolerance: 1.7869887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62905385279928, tolerance: 2.02612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.468714188518405, tolerance: 1.5322487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.283508624771027, tolerance: 1.7704987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.512225472627637, tolerance: 1.53649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.30969168063063, tolerance: 2.04394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.153281995210248, tolerance: 2.0731800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.674075272424368, tolerance: 1.8923487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.795094631266185, tolerance: 2.01383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.104832869565552, tolerance: 1.891955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.156023408053874, tolerance: 1.5988387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.51686549242093, tolerance: 1.54874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.632175078848647, tolerance: 2.1377987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.728153572718796, tolerance: 1.6875199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.79978557870827, tolerance: 1.8903949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.348064182917284, tolerance: 1.8416487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.66164087879903, tolerance: 1.70019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.754625672226826, tolerance: 1.8438387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.410003262262443, tolerance: 2.2146387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.073308238668307, tolerance: 1.8009549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.174078331477933, tolerance: 2.071355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.88698294920006, tolerance: 2.04868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.46094503936478, tolerance: 2.522395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.65066447014972, tolerance: 1.5226987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.525486436557898, tolerance: 2.31256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.092580272624815, tolerance: 1.9764000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.234823830507217, tolerance: 1.14196875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.648498469539685, tolerance: 1.9431549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62625980728573, tolerance: 1.75928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.83810375309193, tolerance: 2.05266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.446226061416482, tolerance: 1.5457387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.86453807566188, tolerance: 2.46034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.410336757680078, tolerance: 2.33838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.355633619226213, tolerance: 1.7760200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.154784338567868, tolerance: 2.170875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.80760837955081, tolerance: 1.7491487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.242199081998336, tolerance: 1.9367949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.20313050998386, tolerance: 2.36893875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.93813803970129, tolerance: 1.6735
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.40118871121342, tolerance: 2.01203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.3610940641737, tolerance: 2.1970800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.773823177834497, tolerance: 1.6497799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.672357508374166, tolerance: 1.8388387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.002392996021623, tolerance: 1.64038875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.84531205516524, tolerance: 1.5404200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.945136507257804, tolerance: 2.0209
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.188502794699573, tolerance: 1.7861949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.732326903342923, tolerance: 2.022195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.133284711351223, tolerance: 1.66211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.427553430761122, tolerance: 1.8303887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.44143483103529, tolerance: 2.1777887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.67725765055053, tolerance: 2.1369549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.032142915478103, tolerance: 1.61444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.462763617386432, tolerance: 1.80106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.594741289289583, tolerance: 1.9035487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.067895283309884, tolerance: 1.6859187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.09963742212979, tolerance: 1.7202387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.907859142823764, tolerance: 1.9828387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.827709282475585, tolerance: 2.0266987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.007422853251427, tolerance: 1.9197387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.335866035542413, tolerance: 1.752955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.59873639324394, tolerance: 1.81522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.189447630775067, tolerance: 1.8845387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.00955605990979, tolerance: 1.9630387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.556448556031693, tolerance: 1.9544750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.034379323106663, tolerance: 2.40813875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.074935266170275, tolerance: 1.8661987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.39532385856573, tolerance: 2.24796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.557494376062245, tolerance: 2.19739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.623376542234194, tolerance: 1.93111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.224399145960682, tolerance: 2.4018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.897200724320903, tolerance: 2.0324750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.33175315491516, tolerance: 2.06898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.315795927391452, tolerance: 1.8184200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.411694972756376, tolerance: 1.6263550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.08360295445759, tolerance: 1.67301875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.851681139781995, tolerance: 1.6372200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.789060924937804, tolerance: 1.8395200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.025495083683015, tolerance: 2.1492387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.829145129702642, tolerance: 2.05362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.11136783273009, tolerance: 1.59838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.928246454161364, tolerance: 1.9324750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64519336989228, tolerance: 2.0426387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.225861666316995, tolerance: 1.61359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.822397417175804, tolerance: 1.550355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.85491026174769, tolerance: 2.08718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.05256576564391, tolerance: 1.7719387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.05450095906557, tolerance: 1.9446200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.501413254888952, tolerance: 1.8207200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.583745094713297, tolerance: 2.127395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.86686199121766, tolerance: 1.8027887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.287069878914608, tolerance: 1.8844687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.245622453817987, tolerance: 1.9361987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.166199734989927, tolerance: 2.0707199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.91751595359707, tolerance: 2.62129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.31835359834972, tolerance: 2.2978799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.554305789516835, tolerance: 1.7075549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.456717476571896, tolerance: 1.868955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.72322948388935, tolerance: 1.9171887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.962845521673707, tolerance: 2.1195950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.423894833199974, tolerance: 2.1294750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.487374876117602, tolerance: 1.9377487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.620009592959285, tolerance: 2.13508875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.508032343984011, tolerance: 1.69226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.447552030557077, tolerance: 2.11099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.662892599759687, tolerance: 1.6191950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.394121240431637, tolerance: 2.393395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.036102466021013, tolerance: 1.480195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.737271177354657, tolerance: 1.8721550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.62638028222862, tolerance: 2.0512
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.114506168777766, tolerance: 2.171075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.388572655491547, tolerance: 1.88788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.488009494544468, tolerance: 1.5684
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.240742671656957, tolerance: 1.8108987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.8477134434341, tolerance: 1.82314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.899272604645574, tolerance: 2.07986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.75568063990587, tolerance: 2.37183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.26006211686354, tolerance: 1.8315949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.717725081435628, tolerance: 2.0986987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.837164934099505, tolerance: 1.9606987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.180608623816003, tolerance: 1.9372387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.276453681238372, tolerance: 1.8826687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.322132762070678, tolerance: 1.8094987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.75222678700407, tolerance: 1.625555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.11005091772909, tolerance: 1.80768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08914754112739, tolerance: 1.8130887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.492175274774628, tolerance: 1.8511187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.85466054315342, tolerance: 2.1447000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.513390807028598, tolerance: 1.86248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.30807912348, tolerance: 2.06298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.964767267655121, tolerance: 1.9817199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.386474779309985, tolerance: 2.05248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.14386040647217, tolerance: 1.713475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.909198304171607, tolerance: 1.7459187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.538410401879265, tolerance: 1.46499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.48858620500454, tolerance: 1.6513549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.671720583353952, tolerance: 2.287275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.729089867190698, tolerance: 2.1199
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.451530632917038, tolerance: 1.9257387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.35441136300265, tolerance: 2.27669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.139989679648467, tolerance: 1.75869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.820757302000263, tolerance: 1.85952
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.276454548046665, tolerance: 2.08403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.717889880481243, tolerance: 1.939675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.251338700364037, tolerance: 1.45679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.77271007961795, tolerance: 2.0715987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.160973498652503, tolerance: 1.9325387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.11037316588767, tolerance: 1.95236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.442912762322045, tolerance: 2.29989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.164666324151984, tolerance: 2.398395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.038270527208637, tolerance: 1.80068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.839255743587131, tolerance: 1.66008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.31414013451881, tolerance: 1.5459487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.2709861809085, tolerance: 1.93564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.492850379752795, tolerance: 2.2008887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.008187167309796, tolerance: 1.5518750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.622624235186517, tolerance: 1.77872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.453434822449974, tolerance: 1.477555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.537286655155985, tolerance: 1.8500750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.001543406222922, tolerance: 2.1301949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.619911365646962, tolerance: 1.75104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.316873253849195, tolerance: 2.4235687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.9831469061902, tolerance: 2.1032987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.83183110880917, tolerance: 2.02308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70710190910863, tolerance: 1.54568875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.579164074724314, tolerance: 1.84043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.449272038041013, tolerance: 2.0711387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.633583631674846, tolerance: 1.9020799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.76575426045592, tolerance: 1.5885487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.015246920085442, tolerance: 1.65896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.767722691265634, tolerance: 1.3647949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.048866606272703, tolerance: 1.6965949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.68547009548618, tolerance: 2.3542187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.43600520995691, tolerance: 2.3674487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.27582886896704, tolerance: 1.8098200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.501534771614047, tolerance: 1.7171949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.73735652657843, tolerance: 2.45548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.170978064640337, tolerance: 1.7483887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.52453048474579, tolerance: 2.3828487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.412479761699338, tolerance: 1.96373875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.209303972437631, tolerance: 2.09302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.31344758402804, tolerance: 1.91448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96245590413212, tolerance: 1.48331875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.400487611696345, tolerance: 1.742555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.00855973569105, tolerance: 1.63786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.602197848186012, tolerance: 1.7762487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.782257551327152, tolerance: 2.09693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.82698015253653, tolerance: 1.6734200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.473659475276396, tolerance: 2.20212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.64272011389088, tolerance: 1.9615800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.924542535043987, tolerance: 2.3117550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.859566316366124, tolerance: 1.8258200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.954051914705257, tolerance: 1.9917887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.854995531614055, tolerance: 2.35938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.529884386365765, tolerance: 2.36108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.96569860295496, tolerance: 1.71016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.449781123362778, tolerance: 1.9970487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.459501310438867, tolerance: 1.477955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.880528460406522, tolerance: 2.13282
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.66258781924925, tolerance: 1.9177887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40812550644321, tolerance: 1.53758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.916946013236876, tolerance: 1.51689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.233358828195403, tolerance: 1.75016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.174111804016523, tolerance: 1.7135987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.230203599882156, tolerance: 1.41441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.294699101679432, tolerance: 1.9447687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.872606932900425, tolerance: 1.5505987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.806777655864526, tolerance: 2.25714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.945678071644068, tolerance: 1.18869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.769141931121787, tolerance: 2.63761875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.355365741804306, tolerance: 2.1670000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.828631883504393, tolerance: 2.119155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.292006567965956, tolerance: 2.14243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.797758264236093, tolerance: 1.82496875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.18344050795666, tolerance: 2.1366387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.699317737823193, tolerance: 1.97438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.877500846009852, tolerance: 2.032355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.053590143366357, tolerance: 1.478995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.5717590877777, tolerance: 2.139755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.803926721178758, tolerance: 1.61494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.204885603840374, tolerance: 2.07129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.071602606139827, tolerance: 2.7158387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.583039444911496, tolerance: 1.93826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.67193789896026, tolerance: 2.15012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.517784085514513, tolerance: 2.32358875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.427862575728444, tolerance: 1.9941949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.535769788217133, tolerance: 1.7511200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.138235001314289, tolerance: 1.7982887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.442231871852846, tolerance: 1.6047200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.045438394803305, tolerance: 1.62229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.332942345317257, tolerance: 2.1296887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.75600085221526, tolerance: 1.9853387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.941722123316758, tolerance: 2.16616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.358301081392153, tolerance: 1.8429550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.456276317504937, tolerance: 1.9237949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.646579600311833, tolerance: 1.54253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.027112356353594, tolerance: 1.8661387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.642133008141869, tolerance: 2.0004887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.773081385257733, tolerance: 1.8041949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.440229460800287, tolerance: 2.3307949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.315330228188262, tolerance: 2.4824887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.80716084243398, tolerance: 1.8947200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.095836315513864, tolerance: 1.818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.731309414861965, tolerance: 1.7968887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.54496992031887, tolerance: 1.7292887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.244519297597506, tolerance: 1.698355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.794009727624864, tolerance: 1.958955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.599424984729133, tolerance: 2.2279987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.84690434227403, tolerance: 1.712955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.96340552510873, tolerance: 2.26728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.295973906202192, tolerance: 1.9869387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.682375508211056, tolerance: 2.1085549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.418885977760297, tolerance: 1.70434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.072402690921002, tolerance: 1.85434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.353948189705886, tolerance: 1.99878875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00197990262498, tolerance: 1.80369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.915199236127492, tolerance: 2.14464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.347348104636662, tolerance: 1.55758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.437226907482708, tolerance: 1.87758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.430360899187198, tolerance: 2.3190387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.51290013558067, tolerance: 1.85401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.75280005666639, tolerance: 2.24202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.674695334635317, tolerance: 1.8909387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.181592610357313, tolerance: 2.3428387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.169492896064348, tolerance: 1.9371550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.51563673780327, tolerance: 2.13993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.465198621261283, tolerance: 1.9480000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.22412807031763, tolerance: 2.38058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.06408517843286, tolerance: 1.99341875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.744647969040074, tolerance: 1.5599949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.68584818191616, tolerance: 2.13054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.591025281552215, tolerance: 1.84178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.67271431562893, tolerance: 1.6571200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.602001458833367, tolerance: 1.7493687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.972648003975067, tolerance: 1.57304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.697597405428047, tolerance: 1.74033875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.29729559437458, tolerance: 1.8193387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.66740619061936, tolerance: 2.027955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.10720013141404, tolerance: 1.605
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.072571733878663, tolerance: 1.5182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.158046466894223, tolerance: 2.038355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.245275248884735, tolerance: 1.8800387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.553598112487357, tolerance: 1.8409550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.042374235074345, tolerance: 1.8307200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.471503233372054, tolerance: 2.015955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.220434673376547, tolerance: 1.6643887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.76253285130991, tolerance: 1.68968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.82760977256216, tolerance: 1.41531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.736203209895688, tolerance: 2.00978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.69309829126752, tolerance: 1.98416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.514431538210694, tolerance: 1.7375987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.110953428368854, tolerance: 1.70638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.754505037460127, tolerance: 1.6949887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.795572306621487, tolerance: 1.9059949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.155087916405492, tolerance: 2.1248887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56396923177772, tolerance: 1.6471
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.848094649004066, tolerance: 2.0078987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.889408559405144, tolerance: 2.035595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.412157104960592, tolerance: 2.3639949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.286464982956794, tolerance: 1.5639950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.220627885092124, tolerance: 1.7829887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.623238208914534, tolerance: 1.984755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.66324675552621, tolerance: 1.7046200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.037517197851525, tolerance: 1.9591800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.081220007417759, tolerance: 1.55224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.799177622864924, tolerance: 1.847555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.975876756841544, tolerance: 1.9447199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.693867979049264, tolerance: 1.89534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.3741189039708, tolerance: 1.82518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.499468262652915, tolerance: 1.9657887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.606694321397313, tolerance: 2.16426875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.67326741709778, tolerance: 1.83739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.80022469539833, tolerance: 2.0959387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.02526724641556, tolerance: 2.09603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.9552931781372, tolerance: 1.7672750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.892273526287248, tolerance: 1.761195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.681791297492687, tolerance: 1.7128200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.672179381226734, tolerance: 1.8451387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.516643447526697, tolerance: 1.6262200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.924865593828127, tolerance: 2.04109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.30737319841325, tolerance: 1.6899887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.844089223847703, tolerance: 2.315155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.951635521977483, tolerance: 1.83666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.63203348225581, tolerance: 1.8649949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.538750050723134, tolerance: 2.15433875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.36286608649829, tolerance: 2.1602187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.031971361405922, tolerance: 2.2300387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.497289790284036, tolerance: 2.11239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.257445649411764, tolerance: 1.849955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.259322159731731, tolerance: 1.30328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.64172764288042, tolerance: 1.8295949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.156957586106365, tolerance: 1.4863000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.74535414353495, tolerance: 2.23368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.099371820134177, tolerance: 2.1167800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.06353745622926, tolerance: 1.5654000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.5853145503244, tolerance: 1.85409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.77730810977661, tolerance: 1.9961549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.147994497470991, tolerance: 2.2170887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.744879999398684, tolerance: 1.8685487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.30363935877172, tolerance: 1.423395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.273395166775437, tolerance: 1.92461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.794089387371194, tolerance: 1.660755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86946734503684, tolerance: 2.01068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.823671067521133, tolerance: 2.4552887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.394547938484127, tolerance: 2.204395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38318806063696, tolerance: 1.58898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.334528834349314, tolerance: 1.52964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.635827851591785, tolerance: 1.9595187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.0958848644577, tolerance: 1.3812200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.09742779877525, tolerance: 2.0116799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.598144323631477, tolerance: 1.6968750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.81574194155162, tolerance: 1.5257387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.699235341073845, tolerance: 2.037875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.253869457342635, tolerance: 1.89358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.525423781665292, tolerance: 1.5903887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.541325014373772, tolerance: 2.03478875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.106162637118906, tolerance: 2.1535887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.202241733564467, tolerance: 2.236955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.691527883790755, tolerance: 1.3388200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.1229886871093, tolerance: 1.7788187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.107034422141059, tolerance: 2.00908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.60614316908258, tolerance: 1.81174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.347857602693047, tolerance: 1.5556200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.486014334859753, tolerance: 1.75518875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.72441217819812, tolerance: 1.8853887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62579823405783, tolerance: 1.9204200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.222515426241731, tolerance: 1.2848000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.951415144381667, tolerance: 1.717955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.889452122772738, tolerance: 1.8321800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.08128119037027, tolerance: 1.8330987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.358208629931728, tolerance: 2.0122387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.838870963731605, tolerance: 1.8138387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.265212334844975, tolerance: 2.344355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.428987756655, tolerance: 1.89518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.114321379940552, tolerance: 1.69363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.20365703653097, tolerance: 2.37546875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.26157326797721, tolerance: 2.0449949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.21606728685705, tolerance: 1.50584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.115310117998927, tolerance: 1.8322387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40311672033637, tolerance: 1.525355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.15882990828987, tolerance: 1.61828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.912937177305151, tolerance: 2.26448875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.85918627098663, tolerance: 1.3534887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.188506059951695, tolerance: 1.9193550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.53014103670862, tolerance: 1.878155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.945603487923115, tolerance: 2.0309387500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.967737766116375, tolerance: 1.220995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.736367575442138, tolerance: 1.02799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.750338757522194, tolerance: 1.9837187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.12465788070537, tolerance: 2.28081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.691236427494285, tolerance: 2.03198875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.702203708049943, tolerance: 1.3978387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.91864788424652, tolerance: 2.10694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.851598646865284, tolerance: 2.2750887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.85907071565081, tolerance: 2.4655887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.746187139374243, tolerance: 1.7345949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.506498889387895, tolerance: 1.52934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.213510325830526, tolerance: 1.7763887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.886619138556405, tolerance: 2.01754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.250690003327119, tolerance: 1.580955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.764890698054643, tolerance: 1.68153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.240550349503152, tolerance: 1.67156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.13981607114099, tolerance: 1.8829200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.251569207604398, tolerance: 2.16601875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.603803125396897, tolerance: 1.583395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.75844878801673, tolerance: 2.0843550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.62198748912833, tolerance: 1.75814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.712881839777772, tolerance: 2.22931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.50147843784875, tolerance: 1.966595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.1148478176488, tolerance: 1.855155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.68190052522128, tolerance: 2.38836875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.06725518018451, tolerance: 1.490955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.411811542237892, tolerance: 1.56229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.13273697816174, tolerance: 1.6926200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.030113322621574, tolerance: 1.59368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.860586034163177, tolerance: 1.8944887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.900918147646017, tolerance: 1.8844887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.432177385893777, tolerance: 1.7785950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.55318690785704, tolerance: 1.96744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.371714200489535, tolerance: 1.298795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.449256117854658, tolerance: 1.9449387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.109544182295606, tolerance: 1.5739687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.05948116689944, tolerance: 1.94372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.366196212559643, tolerance: 1.8453550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.635193252796782, tolerance: 1.9653949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.006099920420646, tolerance: 1.9211949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.035971496505242, tolerance: 1.62999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.84216511990285, tolerance: 1.8219387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.85303255138612, tolerance: 1.8090887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.077153541237932, tolerance: 1.6268200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.087096355696325, tolerance: 1.8453187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.131695986879606, tolerance: 2.11298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.811204183294183, tolerance: 1.615555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.213577379367782, tolerance: 1.66582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.032360915251402, tolerance: 1.5328000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.120999249840605, tolerance: 2.09388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.277000054512136, tolerance: 1.8832200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.104220101449584, tolerance: 1.62144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.415025362382934, tolerance: 1.8037387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.811618359032842, tolerance: 2.23254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.20345946020064, tolerance: 1.50878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.141690366636958, tolerance: 1.84824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.03143593896217, tolerance: 1.75691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.966807615696908, tolerance: 1.6328387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.954357666661245, tolerance: 1.613395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.03301188638637, tolerance: 2.02608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.927179390078564, tolerance: 1.728475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.096090704617396, tolerance: 1.7352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.537418648124383, tolerance: 1.70859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.566290850941602, tolerance: 2.15181875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.208456287819452, tolerance: 1.6910200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.203885995568548, tolerance: 2.0241687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.508135028818028, tolerance: 1.7415987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.304921465100644, tolerance: 1.770875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.646345462090974, tolerance: 1.9050887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.26422938296179, tolerance: 1.6621549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17164710260736, tolerance: 1.51088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.809823500045635, tolerance: 1.46978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.09427234091868, tolerance: 1.7557950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.14230538318178, tolerance: 1.478755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39507088962402, tolerance: 1.85829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.34565294575396, tolerance: 1.776275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.428792960479985, tolerance: 2.21298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.911543374658923, tolerance: 1.9520187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.097578666310973, tolerance: 1.74208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.803559224445294, tolerance: 1.7027549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.80036554955531, tolerance: 2.3183949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.529435162758755, tolerance: 1.9209487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.932872415102246, tolerance: 2.0545549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.995003812752397, tolerance: 1.7917387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.557572556575433, tolerance: 1.34858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.430868837786736, tolerance: 1.45071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.251530270835985, tolerance: 1.84379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.883871362316913, tolerance: 1.6953549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.006053144897166, tolerance: 2.00896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8578906344573, tolerance: 1.86264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.138724108522357, tolerance: 2.0929550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.319578813282384, tolerance: 1.9637949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.12907725150896, tolerance: 2.0421887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.056221039577785, tolerance: 1.77442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.959513651258934, tolerance: 1.9155550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.086373078061143, tolerance: 1.9020387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.115720237320755, tolerance: 1.54131875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.288014790267702, tolerance: 1.48458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.52001181209191, tolerance: 2.20889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.17620550105642, tolerance: 1.307075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.278793849771674, tolerance: 1.75128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.247873759604946, tolerance: 2.006595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.850051494297098, tolerance: 2.15312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.974044750849792, tolerance: 1.79928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.20276898108873, tolerance: 1.6583550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.337130156878032, tolerance: 1.6807887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.745559894975623, tolerance: 2.1596887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.857729133639733, tolerance: 1.9800887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61528654740335, tolerance: 1.4519187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.694481202062665, tolerance: 1.78191875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.60829114621649, tolerance: 1.59051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.95903898322373, tolerance: 2.45588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.9985626875757, tolerance: 1.5436387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.481049915200437, tolerance: 1.632195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.421837121586847, tolerance: 2.3574200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.584568795032226, tolerance: 2.017755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.820163038001263, tolerance: 2.4449549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.378314996123073, tolerance: 1.7205887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.774779141915356, tolerance: 1.59168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.356145584988464, tolerance: 1.83559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.519078249665693, tolerance: 1.97884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.87282876623833, tolerance: 1.77808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.878501824452286, tolerance: 1.8589200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.548113488828204, tolerance: 1.4085800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.909504406370694, tolerance: 1.60028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6865140435745, tolerance: 1.8954187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.60973936544319, tolerance: 1.51486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.901400743411644, tolerance: 1.8442200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.048210145934238, tolerance: 1.9053887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.47397190074357, tolerance: 1.84339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11107751964196, tolerance: 2.1375949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.031394776226723, tolerance: 2.1189487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.27884193279007, tolerance: 2.273395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.600299490256694, tolerance: 1.7488200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.661139636847643, tolerance: 1.943155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.247672146230666, tolerance: 1.5738799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.92636533438796, tolerance: 1.8561200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.831283142318118, tolerance: 1.37489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.342828785687356, tolerance: 1.79443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.512157089571621, tolerance: 1.7199949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.762148980085716, tolerance: 2.1781800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.075658061451538, tolerance: 1.9335487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.754704380502986, tolerance: 2.0947549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.742576124076557, tolerance: 1.9961387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.468625553362134, tolerance: 1.600875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.353277743757488, tolerance: 2.0080750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.884924124377832, tolerance: 2.08752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.569939829759315, tolerance: 1.34894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.558286270084588, tolerance: 1.7062387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.901543180588563, tolerance: 1.54579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.40302013644009, tolerance: 1.9010887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.916237432626573, tolerance: 1.3021887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.536883242824569, tolerance: 2.143195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.892834246511157, tolerance: 1.87758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.078137473752523, tolerance: 2.0065487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.375785309723746, tolerance: 1.7408687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.016343951162916, tolerance: 2.01833875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.68401597540657, tolerance: 2.3962887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.66280216699593, tolerance: 1.8520387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.024300617641376, tolerance: 2.2947487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.56784145478649, tolerance: 1.737155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.561152945620343, tolerance: 2.20368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.258327005242396, tolerance: 2.46981875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.474809548548606, tolerance: 2.446795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.531418240684264, tolerance: 2.017555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.856211084662547, tolerance: 1.8821800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.686942652805207, tolerance: 1.7629387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.545962438108646, tolerance: 2.0434200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.485538716699452, tolerance: 1.45714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.91890007253687, tolerance: 1.67819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.050491033721592, tolerance: 1.9252987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.35677146218869, tolerance: 2.0957549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.223201127438397, tolerance: 1.50033875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.751108613453873, tolerance: 1.66958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.094804218501, tolerance: 1.7373887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.553819116920636, tolerance: 2.168475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.906912084720034, tolerance: 2.2924200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.706675177564904, tolerance: 1.67104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.085817458298806, tolerance: 1.86958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.307370741824599, tolerance: 1.3944387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.520597771103535, tolerance: 2.135675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.799298404816565, tolerance: 1.796475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.172985466944965, tolerance: 1.45018875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.72157629706297, tolerance: 1.8786387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.784028486810342, tolerance: 1.6833949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.18745986787153, tolerance: 1.828275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.81153858436647, tolerance: 1.38388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.151353152427802, tolerance: 1.9007387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.939486036589788, tolerance: 1.712755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.130974946911397, tolerance: 2.11163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.563726910409844, tolerance: 2.07401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.354619516569148, tolerance: 1.8056387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.959098155565584, tolerance: 1.4573887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.28332316911768, tolerance: 2.0533949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.513647374907158, tolerance: 1.86514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.351968821228928, tolerance: 1.4900200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.914636194902606, tolerance: 1.63773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.085894771718046, tolerance: 1.3606
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.320780978135566, tolerance: 2.1377949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.637616461534314, tolerance: 2.14711875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.557129710595675, tolerance: 1.49381875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.688341727064087, tolerance: 1.60552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.453090984950613, tolerance: 1.76724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.18081710511389, tolerance: 2.05249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00688004215117, tolerance: 2.77502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.436776528740012, tolerance: 1.8679387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.146943890415848, tolerance: 1.4445387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.713417151674548, tolerance: 2.1177949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.721276891426122, tolerance: 2.03899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.641631271840446, tolerance: 1.743355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.141150402946062, tolerance: 1.6229950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.14490539739976, tolerance: 1.62128875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.975620933731882, tolerance: 1.7974887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.906865763585678, tolerance: 1.7609687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.98009714585925, tolerance: 2.0877
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.73948702449303, tolerance: 2.274
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.9947058299161, tolerance: 1.7896387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.050237006190738, tolerance: 2.02474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.949538802641296, tolerance: 2.0722487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.7123969562129, tolerance: 2.047995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.579515150042921, tolerance: 1.57868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.50897766747449, tolerance: 2.160195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.794510704779235, tolerance: 2.1113800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.324711542517328, tolerance: 2.2471949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.148393294721785, tolerance: 1.9294187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.14400664595923, tolerance: 1.7679200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.444953586095377, tolerance: 1.9757487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.908827795045948, tolerance: 2.066155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.985350174745546, tolerance: 1.472155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.808523757376488, tolerance: 1.94828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.009805285498455, tolerance: 2.18584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.67963839858897, tolerance: 1.8827200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.500097474273254, tolerance: 1.8945549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.027733754585736, tolerance: 1.66559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.097007641326439, tolerance: 1.7155387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.449414562339076, tolerance: 1.8055387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.594701425470133, tolerance: 1.8929800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.92897774781447, tolerance: 1.51178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.869071045485112, tolerance: 1.9479487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.90823060370037, tolerance: 1.96714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.47400034458691, tolerance: 1.7318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.498665411218873, tolerance: 1.8826887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.54171373692687, tolerance: 1.8418987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.84357266310702, tolerance: 1.8409200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.92413701533423, tolerance: 2.100195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.121725045570482, tolerance: 1.70939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.061117783283212, tolerance: 2.0814887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.667578672381698, tolerance: 2.14649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.992297630947716, tolerance: 1.8013487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.176019680559573, tolerance: 2.00422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.586171379192365, tolerance: 1.6883000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.40131155967363, tolerance: 1.91068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.689189119830008, tolerance: 1.8583987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.570838463399493, tolerance: 1.659355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.006284672548341, tolerance: 1.9975800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.333950736087168, tolerance: 1.8644200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.24286283158914, tolerance: 1.9149387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.978669746173928, tolerance: 1.59998875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.238215611756072, tolerance: 1.8907800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.445580901971745, tolerance: 1.8273887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.812250271828024, tolerance: 1.9793200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.6768279110327, tolerance: 1.95548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.716690140482035, tolerance: 1.64039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.082842506262459, tolerance: 1.7925550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.74121166108697, tolerance: 1.92959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.408916002254287, tolerance: 1.48139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.165186248079422, tolerance: 2.14004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.433795590191696, tolerance: 2.0195887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.959599410332835, tolerance: 1.6308200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.660898700971725, tolerance: 1.7567949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.109931560544986, tolerance: 1.5192750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.25363683207569, tolerance: 1.70414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.40041580431486, tolerance: 1.78026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.03356657866585, tolerance: 1.55522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.27781494065046, tolerance: 1.82011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.586147267784675, tolerance: 2.20514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.034414094746467, tolerance: 1.77408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.784844325876794, tolerance: 1.74159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.998012348783796, tolerance: 1.7854887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.58624022037229, tolerance: 1.4851200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.099180231978387, tolerance: 2.1112200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.20798921914215, tolerance: 1.91334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.559242879987103, tolerance: 1.9149487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.198421310428623, tolerance: 1.8225949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.908377395444154, tolerance: 1.8111000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.2963691855475, tolerance: 1.3969200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.416509223583802, tolerance: 1.7656200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.604608285700667, tolerance: 2.076995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.470625821045125, tolerance: 1.55911875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.533009072352513, tolerance: 2.0598487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.94363251423163, tolerance: 1.9166887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.030082152042013, tolerance: 1.7172987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.888503957650247, tolerance: 2.3111949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.286743630965214, tolerance: 2.278595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.56434072683059, tolerance: 1.77574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.178286883857787, tolerance: 1.5751887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.992572258481236, tolerance: 2.19623875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.45409191975875, tolerance: 2.01254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.60776216855715, tolerance: 1.85579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.417885410178926, tolerance: 1.8795550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.442428020748128, tolerance: 2.10938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.454505884041065, tolerance: 2.2837187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.298209768800636, tolerance: 2.20756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.99089733081463, tolerance: 2.02424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.947087428212818, tolerance: 2.05509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.445183837917668, tolerance: 1.6826387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.51206920558998, tolerance: 1.9906200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.834760239484773, tolerance: 1.9623550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.657226448279516, tolerance: 1.7483949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.07280894236839, tolerance: 1.57758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.636831964801893, tolerance: 2.1640987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.875778090123582, tolerance: 2.0093199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.16379011465263, tolerance: 1.6933950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.758656062266496, tolerance: 1.41386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.396592266078477, tolerance: 1.450955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.865607855080512, tolerance: 1.6433487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.553103693229446, tolerance: 2.53718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.903779120391091, tolerance: 2.2255687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.530207019402333, tolerance: 1.763955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.5565649891464, tolerance: 2.0885949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.00395303682634, tolerance: 1.59552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.813361575161196, tolerance: 1.5796887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.807211281089758, tolerance: 1.6867549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.073650649590867, tolerance: 1.92859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.901353391955556, tolerance: 2.2145200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.306260085355223, tolerance: 1.60678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.220815263787838, tolerance: 1.6099949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.122663765083626, tolerance: 2.090995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.432483407515676, tolerance: 1.9287387500000006
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.68407730284129, tolerance: 1.52282
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.173221811774518, tolerance: 1.7503950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.23935611991102, tolerance: 2.31598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.875648159219, tolerance: 1.7900887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.566490638465666, tolerance: 1.62681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.458493659411914, tolerance: 2.244355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.03103815756914, tolerance: 1.70908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.91512164627954, tolerance: 1.91314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.682394188573035, tolerance: 2.2205387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.59494458413219, tolerance: 1.61538875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.662958356018635, tolerance: 1.461395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.95711762575859, tolerance: 1.7318887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.523498686846054, tolerance: 1.691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.54917087600692, tolerance: 1.57526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.467123338295195, tolerance: 2.0420200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.77943656350651, tolerance: 1.8047000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.25030438708314, tolerance: 1.87999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.68255701548093, tolerance: 2.007755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.989405596157404, tolerance: 1.77699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.87641820253123, tolerance: 1.706355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.886711985565313, tolerance: 1.9397550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.657021025280144, tolerance: 1.43739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.836433035424804, tolerance: 1.7437949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.615096726214453, tolerance: 1.72649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.59246558576506, tolerance: 1.9957549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.058348804028853, tolerance: 1.4456200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.30959561887992, tolerance: 1.61599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.981797937774314, tolerance: 1.85398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.791095603962916, tolerance: 1.93868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.38882116910875, tolerance: 1.9173200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.75016403954038, tolerance: 1.82724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.96890637251044, tolerance: 1.786675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.36967095127644, tolerance: 2.06179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.601025407315962, tolerance: 1.4615200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.34866476851591, tolerance: 2.0387387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.174693377587715, tolerance: 1.7934487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.000218918959163, tolerance: 1.8265
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.165946290400647, tolerance: 1.5503950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.96629084351173, tolerance: 1.9934200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.426359645956797, tolerance: 1.93829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.1841861670897, tolerance: 1.82764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.308800979515944, tolerance: 1.83279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.52507190526369, tolerance: 1.8301887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.150502339612856, tolerance: 1.62372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.004478116693548, tolerance: 1.5242200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.102387708159483, tolerance: 1.6333950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.47894325071608, tolerance: 1.6669887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.987444144406396, tolerance: 1.9366799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.101905568100026, tolerance: 1.4154187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.34565662411792, tolerance: 1.9595950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.791311549290818, tolerance: 1.9689387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56977060151646, tolerance: 1.5189387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.967594899120513, tolerance: 1.2224887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.079330511719164, tolerance: 2.0202487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.695621365255896, tolerance: 1.5782200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.68880000186115, tolerance: 1.8216200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.295757489817333, tolerance: 1.458355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.50790565228341, tolerance: 1.6299887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.1137633528332, tolerance: 2.03658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.43512450403503, tolerance: 1.87
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.7717491385055, tolerance: 1.57089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.16586451720312, tolerance: 1.532475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.44497006323046, tolerance: 1.55248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.80013251278703, tolerance: 1.8473887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.250208306136606, tolerance: 1.6101949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.023074817123316, tolerance: 1.36704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.18832657607929, tolerance: 2.274595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.619513841340535, tolerance: 2.21278875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.829122577359456, tolerance: 1.71098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.959591134752934, tolerance: 1.495995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.78085431412848, tolerance: 1.74681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.287909989491034, tolerance: 1.7414387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.15927671251989, tolerance: 1.68316875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.35654884879513, tolerance: 1.69832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.915531809105783, tolerance: 1.9737887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.6616341391695, tolerance: 1.2916
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.53704639267883, tolerance: 1.7432200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.713722633598685, tolerance: 1.9011387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.169644906875085, tolerance: 1.7877200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.093030930263595, tolerance: 2.17333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.61794185376469, tolerance: 1.654355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.16919937571019, tolerance: 1.537395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.27346613311495, tolerance: 1.7637949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.76864570947405, tolerance: 1.9930200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.40330337496176, tolerance: 1.796275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.14269867578429, tolerance: 1.8564987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.991208747999504, tolerance: 2.05139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.86419697783279, tolerance: 1.8787550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.073464795812335, tolerance: 1.72674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.18638521653374, tolerance: 1.7292200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.05015741886778, tolerance: 1.88329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.463658173357906, tolerance: 2.24982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.85555273088262, tolerance: 2.0484750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.421064821120595, tolerance: 1.8446887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.05660452633562, tolerance: 1.603355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.88334412986921, tolerance: 1.7742200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.858325702870815, tolerance: 2.14654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.70037119870457, tolerance: 2.62868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.12050885988484, tolerance: 1.52043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.09651126502898, tolerance: 1.7391200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.490362038841006, tolerance: 1.38609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.980240253318392, tolerance: 1.8206387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.71403915955485, tolerance: 2.2774799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.39297973428441, tolerance: 1.7437487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.026061962766363, tolerance: 1.95494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.882133053262415, tolerance: 2.0672887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.97643367055951, tolerance: 2.05629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.96917271294042, tolerance: 1.4536887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.39479868455057, tolerance: 1.8639550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.28172175346627, tolerance: 1.6958887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.72207809405568, tolerance: 2.00863875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.433283858618758, tolerance: 1.8148887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.290255977726403, tolerance: 1.9023887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.976636398554962, tolerance: 1.7890750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.38438703503969, tolerance: 2.05403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.570427184539344, tolerance: 1.7491550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.124170825062116, tolerance: 1.8182887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.770284339330473, tolerance: 1.6835950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.02959883397399, tolerance: 1.89996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.212327911871775, tolerance: 1.49623875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.08090640491121, tolerance: 1.560395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.72761588602511, tolerance: 1.8185200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.44183144781794, tolerance: 1.62194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.61370395922304, tolerance: 1.6786799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.31845116164076, tolerance: 1.38019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.92084688803447, tolerance: 1.5211200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.14833043908244, tolerance: 2.02809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.357469888216006, tolerance: 1.5345950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.690506876776055, tolerance: 1.5274750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8438225571215, tolerance: 1.56868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.146458212007595, tolerance: 1.4488687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.60863480545395, tolerance: 1.45403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00972362338114, tolerance: 1.8526487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.197909014627747, tolerance: 1.9439949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.1306819066652, tolerance: 2.28096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.100588473886255, tolerance: 1.9788750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.11078011943717, tolerance: 1.7793550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.189425988628223, tolerance: 2.02834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.855217668403526, tolerance: 1.8269887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.55993179563496, tolerance: 1.406755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.457803850944586, tolerance: 1.88238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.733753503299184, tolerance: 1.74734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.95785991754653, tolerance: 1.831155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.383363707419022, tolerance: 1.57493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.427242706010453, tolerance: 2.03239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.17335455402032, tolerance: 1.44301875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.08771551798927, tolerance: 1.70059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.49389925223152, tolerance: 2.0553
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.353562762024087, tolerance: 1.9419887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.81685174462691, tolerance: 2.134755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.34234444080318, tolerance: 1.8571887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.85674368252539, tolerance: 2.224355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.764275590761336, tolerance: 1.870155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.11307827296638, tolerance: 1.7234
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.869454220831848, tolerance: 1.90654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.280410501244333, tolerance: 1.6441887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.444749086728347, tolerance: 1.66721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.362999511444798, tolerance: 2.1799799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.698309183090235, tolerance: 1.7066799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.31573109166057, tolerance: 1.9427387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.440229251770674, tolerance: 1.75612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.68113003522377, tolerance: 1.9208200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.671282105805568, tolerance: 1.77298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.81143725548262, tolerance: 2.14383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.536519720189446, tolerance: 2.1125950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.067246602434473, tolerance: 1.7310887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.488866395046273, tolerance: 2.2744887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.33966352726182, tolerance: 1.8356387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.077766739832015, tolerance: 2.11702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.595672900996355, tolerance: 1.7271987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.48113735970212, tolerance: 1.56194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.647230405157742, tolerance: 2.1947949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.569830682981838, tolerance: 1.69809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.220726731919946, tolerance: 1.6973949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.87310952034979, tolerance: 1.8778750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.837505425850056, tolerance: 1.09856875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.565848630274605, tolerance: 1.6357949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.96546012598929, tolerance: 1.3525387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.870527816632496, tolerance: 1.460275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.897667889583623, tolerance: 1.881675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.632699692933606, tolerance: 2.0051550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.51823075312519, tolerance: 2.1505949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.084812779342265, tolerance: 1.62469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.08707817857737, tolerance: 2.200475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.681440492395307, tolerance: 1.5927200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.555887057883874, tolerance: 1.25849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.731871254506355, tolerance: 1.524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.91439810132404, tolerance: 1.7194887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.567116364146642, tolerance: 1.7091887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.086542203404026, tolerance: 1.87369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.184798258604566, tolerance: 1.7692887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.606455852512894, tolerance: 1.73858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.66923157512945, tolerance: 1.429155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.13496413895225, tolerance: 1.49599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.94321050664151, tolerance: 1.89759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52297747702432, tolerance: 1.8535000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.20069039513106, tolerance: 2.2687199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.441529369175395, tolerance: 1.35688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.885330875668403, tolerance: 1.81814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.052021353192977, tolerance: 1.95008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.451265473688498, tolerance: 2.30314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.08648202542763, tolerance: 2.142795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.502909483832454, tolerance: 2.07629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.06668670665597, tolerance: 2.24128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.90557505513717, tolerance: 1.5199949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.712983462044463, tolerance: 1.7716200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.369054621388045, tolerance: 1.8985987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.241563618248332, tolerance: 2.611395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.857744360234133, tolerance: 1.73521875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.52708672957686, tolerance: 2.1483487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.316386427751624, tolerance: 1.79139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.000799407958805, tolerance: 1.9813200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.28904844731329, tolerance: 2.13548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.170310839678677, tolerance: 1.81888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.159110596649736, tolerance: 1.9998187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.64875241417044, tolerance: 2.239995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.207909354769416, tolerance: 1.55724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.875338782229708, tolerance: 1.543355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.31458703000135, tolerance: 2.23234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.742991660924183, tolerance: 1.8646887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.36483925392071, tolerance: 2.16922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.26729205445135, tolerance: 1.73404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.854500148101728, tolerance: 1.6382200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.443089027604007, tolerance: 1.6656887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.04174098646228, tolerance: 1.55869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.21322086676322, tolerance: 1.98598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.53986544922607, tolerance: 1.5211000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.1258772592388, tolerance: 1.7975199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.768121486739677, tolerance: 1.74588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.797972787415063, tolerance: 1.516995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.992245977492175, tolerance: 2.27052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.10892183332772, tolerance: 1.5279487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.45811514707777, tolerance: 2.20084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.122130713962456, tolerance: 2.4792387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.04454552279645, tolerance: 2.325475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.42409515297903, tolerance: 1.9794387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.97216664974119, tolerance: 2.0833387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.419805448615477, tolerance: 1.59743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.85957762842881, tolerance: 1.9575949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.420404821822736, tolerance: 1.7433987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.532935640500583, tolerance: 2.0779
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.195241398896833, tolerance: 1.892155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.667635963513288, tolerance: 1.70534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.990330167350145, tolerance: 2.8009950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.228254918566265, tolerance: 1.2788187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.48651232308076, tolerance: 1.7923187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.80830102119515, tolerance: 1.2948187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.781110126105542, tolerance: 1.9642187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.922291259269507, tolerance: 2.53832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.371470083177364, tolerance: 1.80754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.813895982478996, tolerance: 2.252995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.027752133902624, tolerance: 1.853755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.03120178352494, tolerance: 1.74928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.6150960780493, tolerance: 2.33281875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.27051326075057, tolerance: 2.40723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.411154035118567, tolerance: 1.74199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.56643812668742, tolerance: 1.9752887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20265379404268, tolerance: 1.84211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.072607923520618, tolerance: 1.7309949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.16181274188939, tolerance: 1.6337949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.28552505219566, tolerance: 2.1631800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.866219888567546, tolerance: 1.8744687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.154290561494328, tolerance: 1.93949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.136256356563642, tolerance: 1.98868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.835426159868756, tolerance: 1.8782387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.989749840106906, tolerance: 1.669555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.959002722781342, tolerance: 2.06138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.368192095604462, tolerance: 1.7415
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.968387941360035, tolerance: 1.55079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.079744043518076, tolerance: 2.0522750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.330666131450734, tolerance: 2.0267550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.05973783041854, tolerance: 2.60709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.797437276180435, tolerance: 1.82443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.328918258433934, tolerance: 1.8034200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.32292619794137, tolerance: 2.22154875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.814670398896524, tolerance: 1.75442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.97898765999664, tolerance: 2.10022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.42164764092246, tolerance: 1.8947887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.617586995902922, tolerance: 2.26453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.047635718871533, tolerance: 1.996355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.162519987684885, tolerance: 1.62298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.872443585682687, tolerance: 1.728155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.83758376428615, tolerance: 1.81509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.195383169856004, tolerance: 1.79301875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.493719163327356, tolerance: 2.0785887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.94472100374185, tolerance: 1.72638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.976808395195796, tolerance: 1.9651199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.577774399715825, tolerance: 1.7621200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.841684044945282, tolerance: 1.87739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.774372503637494, tolerance: 1.56381875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.273189811999014, tolerance: 2.13569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.737670054046337, tolerance: 1.7579949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.01495619305357, tolerance: 1.884555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.098735506229186, tolerance: 2.12389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.68229828322375, tolerance: 2.10218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.56618617323533, tolerance: 1.47812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.34208776865715, tolerance: 1.987875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.403615467601412, tolerance: 2.0067549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.652244923978188, tolerance: 1.8144887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.603720158320755, tolerance: 1.9284387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.682842738739797, tolerance: 1.57706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.213035058877665, tolerance: 1.9817
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.47832194069978, tolerance: 1.9477800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.49966700053438, tolerance: 1.7666799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.54762618236159, tolerance: 1.937555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.734904747794715, tolerance: 1.60408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.01835332268527, tolerance: 1.5190000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.926709304171414, tolerance: 2.093675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.380337029867672, tolerance: 2.03129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.845428438907973, tolerance: 1.76224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.63623244325436, tolerance: 2.0797549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.938917735415572, tolerance: 1.75404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.743408995921726, tolerance: 1.79358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.440563552972485, tolerance: 1.90868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.707697130330022, tolerance: 1.7699387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.3879567994148, tolerance: 2.0207387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.743163911847006, tolerance: 1.8497949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.41602464359823, tolerance: 1.9527487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.253547229413318, tolerance: 2.01354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.93983998057425, tolerance: 2.25009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.574631157897585, tolerance: 2.0696987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.912089098072297, tolerance: 1.9506887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.794726521314203, tolerance: 1.82286875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.41629477815063, tolerance: 2.0708387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.783898301764157, tolerance: 1.8452387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.19095339558036, tolerance: 1.516595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.44446156811169, tolerance: 1.89269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.93554948670331, tolerance: 1.86283875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.23139620644887, tolerance: 2.0267800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.907732473318134, tolerance: 1.796995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.72268920279292, tolerance: 1.9391987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.271196472665235, tolerance: 2.63914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.75173219167671, tolerance: 2.03128875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.537846311569346, tolerance: 1.8022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.74584311471262, tolerance: 1.692755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.7908258689527, tolerance: 1.4413
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.7151663951688, tolerance: 2.1824799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.74017326306622, tolerance: 2.0749987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.697202485868786, tolerance: 2.4601949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.62890929029944, tolerance: 1.55698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.663513406781846, tolerance: 2.32688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.41941878977697, tolerance: 1.8586799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.6370699482677, tolerance: 2.01029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.153198811711047, tolerance: 1.9269199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.300248996717443, tolerance: 1.73398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.451453452231156, tolerance: 2.24801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.057176242836405, tolerance: 1.8141887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.68266508392986, tolerance: 2.144555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.281360516545227, tolerance: 1.41721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.8411023788889, tolerance: 2.2037800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.2989627790925, tolerance: 1.66228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.784071659080986, tolerance: 2.1251
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.423552362069724, tolerance: 1.7406987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.586464759146615, tolerance: 2.120475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.744898643310677, tolerance: 1.8883200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.3425928713039, tolerance: 2.114555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.502687028059768, tolerance: 2.2354387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.1949481614175, tolerance: 1.6511487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.612583231014945, tolerance: 2.3844887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.421808744811024, tolerance: 1.60896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.37335896216963, tolerance: 2.22356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.23561346489592, tolerance: 1.9288200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.261402601183057, tolerance: 1.6798987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.939810222955106, tolerance: 1.8945887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.7256798268549, tolerance: 2.1091550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.845756897249302, tolerance: 1.8449949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.401502680668635, tolerance: 1.8892200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.47460063894538, tolerance: 1.8863387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.304436531994536, tolerance: 2.00324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.907298780497737, tolerance: 1.527195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.887989581066062, tolerance: 1.7508750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.11040966310354, tolerance: 1.9172200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.544710552468594, tolerance: 1.97616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.04562184022091, tolerance: 1.8558487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.33216462912156, tolerance: 2.11979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.815059304508232, tolerance: 1.58739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.74255520249051, tolerance: 1.9934887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.767411919850495, tolerance: 1.9577950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.00750059676977, tolerance: 1.9996387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.400577241281916, tolerance: 1.918195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.83906017488949, tolerance: 2.05792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.331293399216303, tolerance: 1.744475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.144977476558495, tolerance: 1.7939950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.267671677512716, tolerance: 2.13818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.53283767799207, tolerance: 1.71928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.834987963765958, tolerance: 1.764275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.511660739323624, tolerance: 1.8555987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.452706580967266, tolerance: 2.0124
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.920303402622448, tolerance: 1.8198987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.99557875133535, tolerance: 1.8286487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.50294920566214, tolerance: 2.3490387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.703164445213137, tolerance: 1.72198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.06268963911479, tolerance: 2.2068000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.17161086425196, tolerance: 1.69234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.141149532222006, tolerance: 2.24419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.29426972832009, tolerance: 1.93428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.426848303748397, tolerance: 2.01019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.63869550901013, tolerance: 1.7796799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.146154852407683, tolerance: 1.82656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.618268697607615, tolerance: 2.2110000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.502011793715194, tolerance: 2.04773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.671108664825905, tolerance: 2.20959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.990096773588167, tolerance: 2.099195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.286214721114305, tolerance: 1.924955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37870274370742, tolerance: 1.790155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.214786746019133, tolerance: 1.99058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.48606453354541, tolerance: 1.9166487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.816819715048478, tolerance: 2.36439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.45013268853167, tolerance: 2.12358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.249015624699048, tolerance: 1.8224987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.906282206773778, tolerance: 2.5615550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.231662882924297, tolerance: 2.23068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.26098275755251, tolerance: 2.0297387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.962572637802616, tolerance: 2.0651949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.134216330850755, tolerance: 2.11318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.859880947413025, tolerance: 1.96594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.933536464310162, tolerance: 1.9407949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.419381065185327, tolerance: 2.12358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.681166408218477, tolerance: 1.7658987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.61005530133443, tolerance: 2.02298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.22335533965459, tolerance: 1.662075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.70833692543666, tolerance: 1.589795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.255630581034424, tolerance: 2.0993387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.94759403630404, tolerance: 2.22608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.83364167634626, tolerance: 1.99419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.19294746347925, tolerance: 1.7675387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.179001922275653, tolerance: 2.1062887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.414386441661627, tolerance: 2.196155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.49055562841911, tolerance: 1.79056875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.530156874217052, tolerance: 2.23132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.074988346893164, tolerance: 1.9383000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.661827301397647, tolerance: 1.8636387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.863644957005945, tolerance: 1.7771949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.966257428645264, tolerance: 1.981955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.33121737432123, tolerance: 2.09602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.568902433589507, tolerance: 1.990275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.287267856692775, tolerance: 2.0341550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.68431520835619, tolerance: 1.9606387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.099090124956923, tolerance: 2.05483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.710485820820967, tolerance: 1.74539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.209806589902822, tolerance: 1.9816200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.184308952242723, tolerance: 1.95909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.573940420107682, tolerance: 2.34648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.094729091352896, tolerance: 2.6581949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.995531905326681, tolerance: 1.67392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.859644358082832, tolerance: 2.06138875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.80865470432844, tolerance: 2.5481687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.130578501198528, tolerance: 1.44938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.669714286522797, tolerance: 2.1519387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.256132503456563, tolerance: 2.1124987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.393746784100895, tolerance: 2.259
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.823596969274135, tolerance: 1.61364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.97232384192144, tolerance: 2.3108987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.776599407392755, tolerance: 2.2142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.01914102660397, tolerance: 1.8067987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.734719257096863, tolerance: 2.00728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.30982452295889, tolerance: 2.12783875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.262099403138855, tolerance: 2.323675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.550668443094292, tolerance: 1.7945550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.513529179914308, tolerance: 1.6935949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.97573322359645, tolerance: 1.6969949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.03474920744442, tolerance: 1.9353949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.69479142230759, tolerance: 1.8789200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.027287235557544, tolerance: 2.304795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.78958979528755, tolerance: 2.11441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.933271001671507, tolerance: 1.960795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.225324385646374, tolerance: 1.909275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.69416805947967, tolerance: 2.01479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.21577370095396, tolerance: 2.34388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.30297096074567, tolerance: 2.292595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.59093264171861, tolerance: 1.81214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.36677045609261, tolerance: 2.03238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.58782429209463, tolerance: 1.63753875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.817399146058698, tolerance: 2.4307487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.805072857699948, tolerance: 2.15029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.927283725897972, tolerance: 2.1019550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.83471111982297, tolerance: 1.53694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.307601196053078, tolerance: 2.13638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.26201857721235, tolerance: 2.14892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.219930757150486, tolerance: 1.88798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.35319041297823, tolerance: 1.79384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.68363316618931, tolerance: 2.31504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.343041562872976, tolerance: 1.82026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.601120224358038, tolerance: 1.8779199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.47897317172196, tolerance: 1.99094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.71855896752119, tolerance: 2.2279387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.097021411086452, tolerance: 1.9642887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.43725965057846, tolerance: 1.9800200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.591355020305755, tolerance: 1.8069800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8472730833438, tolerance: 1.7727800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.103156538975234, tolerance: 2.0889550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97447032772227, tolerance: 2.336155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.84101578831102, tolerance: 2.1583200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.597176779579264, tolerance: 1.6791949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.426765960864422, tolerance: 1.5116387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.150963250967603, tolerance: 2.151355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.9148773055185, tolerance: 2.03878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.66535177059072, tolerance: 1.9317949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.34317929507179, tolerance: 1.8121949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.438354814163876, tolerance: 2.082995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.463872577407644, tolerance: 1.935355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.8704506434228, tolerance: 1.81749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.371833081731864, tolerance: 2.3902387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.137037997035707, tolerance: 1.6917949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.842525184661167, tolerance: 1.56729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.965306821438162, tolerance: 1.82629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.698586858509042, tolerance: 1.62508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.66874332433074, tolerance: 1.6774200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.64819232936356, tolerance: 1.9890750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.322600760246893, tolerance: 1.74768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.656009478946203, tolerance: 1.95631875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.62151443592777, tolerance: 1.6766387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.87151495920311, tolerance: 2.2203799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.095888578717656, tolerance: 2.17362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.58618626401075, tolerance: 1.65499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.096673442526033, tolerance: 2.0679550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.83532422989364, tolerance: 1.8411949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.842913514784463, tolerance: 1.8913887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.24528918103514, tolerance: 2.22286875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.825338981381726, tolerance: 1.86854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.26088087050465, tolerance: 1.8339987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.35635731701069, tolerance: 1.9749550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.597351717378494, tolerance: 2.0537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.588710168697471, tolerance: 2.5152387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.13402199351808, tolerance: 1.4499887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.01996689622895, tolerance: 1.738755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.324857150225379, tolerance: 1.8969549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.28089874607614, tolerance: 1.6209550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.44646780415855, tolerance: 1.87368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.449297975532287, tolerance: 1.8381
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.990155809274476, tolerance: 1.7256887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.187915511314202, tolerance: 2.115075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.071161747166677, tolerance: 1.9901949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.09881301577692, tolerance: 1.69543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.628753202488685, tolerance: 2.09939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.036321968871885, tolerance: 1.92008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.00821771657681, tolerance: 1.8924200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.146347378673916, tolerance: 2.4504987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.841397852960625, tolerance: 2.063275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.673758726264907, tolerance: 1.789555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52399749509912, tolerance: 1.9043387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.820992567820266, tolerance: 1.97874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.140537256239572, tolerance: 1.49281875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.234664634081646, tolerance: 2.2993200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.579278344037318, tolerance: 2.1666799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.03869719410856, tolerance: 1.60903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.140744176202707, tolerance: 1.37538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.569798664583494, tolerance: 2.2794799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.174256724544975, tolerance: 1.9289949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.37666735094429, tolerance: 1.8352000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.22151147197058, tolerance: 1.5139
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.666261103203066, tolerance: 2.42302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.784780217185112, tolerance: 1.8178750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.549155220441405, tolerance: 1.7677949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.338643345194114, tolerance: 1.7721950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.629762167821061, tolerance: 1.9509549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.972845351513087, tolerance: 1.4979950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.3586038415186, tolerance: 1.9671200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.302565766594697, tolerance: 1.91166875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.71560613565644, tolerance: 1.86138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.075707238206457, tolerance: 1.6093949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.97744283552674, tolerance: 2.0944000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.854172172136803, tolerance: 2.23398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.567579040150203, tolerance: 2.04138875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.027858878897835, tolerance: 2.11422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.974266047003994, tolerance: 2.23959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.631382200734203, tolerance: 2.1800800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.456720472325202, tolerance: 2.5116750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.90225905814927, tolerance: 1.7422887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.58398283227511, tolerance: 1.5819549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.4649032568615805, tolerance: 1.4669
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.803790430057, tolerance: 1.920355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.11754915516543, tolerance: 1.4797
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.672802742444297, tolerance: 1.5087887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.10251713220665, tolerance: 1.668755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.804541638541366, tolerance: 2.0638799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.43323266095241, tolerance: 2.133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.932115781818453, tolerance: 2.02789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.957700424343622, tolerance: 1.8431949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.278783469795094, tolerance: 1.80646875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.741460546496832, tolerance: 2.31638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.934238523415537, tolerance: 1.7388487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.010500861689284, tolerance: 1.72968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.396655123127882, tolerance: 1.5216387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.562337148556102, tolerance: 1.9451200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.36630607466075, tolerance: 1.81411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.742100131469343, tolerance: 1.8262887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.800847194557946, tolerance: 2.04048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.109261720146726, tolerance: 1.8708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.159251669802046, tolerance: 1.59612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.822892376308936, tolerance: 1.6974387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.884268452617533, tolerance: 1.7975687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.886146004103017, tolerance: 2.10564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.604853493813977, tolerance: 1.6709687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.73814126828394, tolerance: 1.9269550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.805433485993767, tolerance: 1.8709199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.727010748807732, tolerance: 1.79079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.301672002939785, tolerance: 1.7583987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.086532680445053, tolerance: 2.1516
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.569666175347688, tolerance: 2.06771875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.6954976623987, tolerance: 1.94383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.86858239016668, tolerance: 1.71019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.285019287834626, tolerance: 1.8886887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.352172033505703, tolerance: 1.9095550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.529728796295068, tolerance: 1.95178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.806928638095496, tolerance: 1.470195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.871507623144304, tolerance: 1.860555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.461321126130798, tolerance: 1.45263875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.513577981988902, tolerance: 2.072195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.77064440517027, tolerance: 1.189795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.14935530731693, tolerance: 2.0890487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.955262875258308, tolerance: 1.6205387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.274084513366134, tolerance: 2.06409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.752516277970386, tolerance: 1.743155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.262755955798443, tolerance: 1.68238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.267933890218828, tolerance: 2.17803875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.560811108966362, tolerance: 2.2
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.779563382803104, tolerance: 1.77016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.909861940768927, tolerance: 1.96819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.25380861311437, tolerance: 1.20016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.26386961548272, tolerance: 1.65684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.910369236734414, tolerance: 2.2986487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.13535150353088, tolerance: 1.6318487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.578027959423956, tolerance: 1.9791887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.304540765369445, tolerance: 1.7860800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.536701520588366, tolerance: 1.5677200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.10538756630815, tolerance: 1.889755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.232125559758575, tolerance: 2.0608750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.715516429327366, tolerance: 2.05468875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.39495752574892, tolerance: 1.35329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.31892248289852, tolerance: 2.363555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.33148419719319, tolerance: 2.11938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.70391939921592, tolerance: 2.0443550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.149294707133542, tolerance: 1.7586387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.167194461320356, tolerance: 1.47793875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.44220090725418, tolerance: 1.7867487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.697796100932933, tolerance: 1.49282
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.610360144843163, tolerance: 1.9312799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.003958298486122, tolerance: 1.9264487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.95470786654467, tolerance: 1.6596887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.3281955181086, tolerance: 2.2328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.999852972574473, tolerance: 1.4949887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.134928434269924, tolerance: 2.050875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.49435073540301, tolerance: 1.9092187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.69378760341827, tolerance: 1.75029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.4990056564472, tolerance: 2.063275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.381106026229144, tolerance: 1.6345200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.15771594104887, tolerance: 1.383155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.72849982267145, tolerance: 1.7163887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.016887516548532, tolerance: 1.9156487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.495789804985375, tolerance: 1.9812200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.717138624787927, tolerance: 2.045355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.24895042664695, tolerance: 1.8055949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.958547096528875, tolerance: 1.42193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.165786172402584, tolerance: 1.495875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.97504293013956, tolerance: 1.8688200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.41006303969022, tolerance: 1.83722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.908860812315167, tolerance: 1.6307949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.188296342850517, tolerance: 1.0312387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.895271254321788, tolerance: 1.85958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.786529745789196, tolerance: 2.00691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.394765777305295, tolerance: 1.7140887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.622377320886784, tolerance: 2.1723
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64871552350604, tolerance: 1.9556
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.453139481534514, tolerance: 2.427755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.727587826393187, tolerance: 1.713675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.88165883394367, tolerance: 1.8267887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.705848861401755, tolerance: 1.92938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.09826506322998, tolerance: 1.36428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.862288568319276, tolerance: 1.81634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.921170167035346, tolerance: 1.8364800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.1557333342249, tolerance: 2.063875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.613050242708738, tolerance: 1.69021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.908252717233296, tolerance: 1.8234200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.776951841856352, tolerance: 1.9626887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.19758347495881, tolerance: 1.669275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.71401998631829, tolerance: 2.20429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.30015021219385, tolerance: 1.556395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.717318054252654, tolerance: 2.05774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.284507247003038, tolerance: 2.00623875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.646987296311849, tolerance: 1.3877800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.33758203475095, tolerance: 1.643675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.699210449303752, tolerance: 1.27648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.110837085575863, tolerance: 2.04724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.751119644924124, tolerance: 1.7292200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.856102755757618, tolerance: 1.312395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.649827397243682, tolerance: 2.28978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.741465695781095, tolerance: 1.8865387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.77320311878093, tolerance: 2.0845949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95984354058179, tolerance: 2.1839387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.528391604050267, tolerance: 2.0269799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.481628981918906, tolerance: 1.7225887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.278920439791342, tolerance: 1.6773950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.96622784036979, tolerance: 1.8328200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.375616342836693, tolerance: 1.9170887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.974248529983814, tolerance: 1.3653487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.911386292424524, tolerance: 1.9462487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.754987631129959, tolerance: 1.6799887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.35509937357507, tolerance: 1.4528750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.547625668316122, tolerance: 1.79748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.57839452973015, tolerance: 1.6686387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.49082594274474, tolerance: 2.07739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.261008166652125, tolerance: 2.17858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.616362450757187, tolerance: 1.9950200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.84745055517096, tolerance: 2.54312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31186090238138, tolerance: 2.30339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.58918007610473, tolerance: 2.18613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.93562488474173, tolerance: 1.8297200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.374808880603243, tolerance: 1.5645949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.722445356332706, tolerance: 1.57544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.628750374733336, tolerance: 1.7085487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.847530767312932, tolerance: 2.0085949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94205462951728, tolerance: 2.3104200000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.922958790344865, tolerance: 2.07234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.912658746713966, tolerance: 1.99258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.759405472953468, tolerance: 2.105755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.578936858101237, tolerance: 1.77341875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.602931227813777, tolerance: 1.6877550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.437989202979175, tolerance: 2.42524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.667156381356543, tolerance: 1.72819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.817099386552336, tolerance: 1.629995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.846458141587457, tolerance: 1.95593875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.43735809621376, tolerance: 2.19656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.06456575167217, tolerance: 1.9892799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.59509192990882, tolerance: 2.0411187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.996531497101103, tolerance: 2.39046875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.946345283349302, tolerance: 1.5449000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.990799372303215, tolerance: 1.63343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.73686085391495, tolerance: 1.9257387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.24029262161264, tolerance: 2.08034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.681606138485378, tolerance: 2.0483200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.774635128853436, tolerance: 2.2104387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.480427648871537, tolerance: 2.04289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.511948633699802, tolerance: 2.0156887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.517138302482525, tolerance: 2.3814487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.772879953717258, tolerance: 2.1493387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.668157374181334, tolerance: 2.01551875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.660697715320488, tolerance: 1.63679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.809338913651516, tolerance: 1.62881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.82171010186186, tolerance: 2.21342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.983718152970056, tolerance: 1.610875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.498735829947936, tolerance: 2.0865
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.49322909410752, tolerance: 1.645475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.942798342655742, tolerance: 2.01828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.871904855876604, tolerance: 2.2109949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.501012470809297, tolerance: 2.2382987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.02321948965243, tolerance: 2.2153549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.765459631158294, tolerance: 2.1358187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.56310090143817, tolerance: 1.8135200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.61106684530164, tolerance: 1.9624750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.38725245670439, tolerance: 1.865955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.607183066978223, tolerance: 2.10318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.981030253523084, tolerance: 1.70858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.068696044641555, tolerance: 2.309395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.07274840043991, tolerance: 1.60431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.074105315579654, tolerance: 1.9689949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.623168357769565, tolerance: 2.125955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.982613062136178, tolerance: 1.80978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.997703768610915, tolerance: 1.8058887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.028317062040088, tolerance: 1.93488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.938473284454133, tolerance: 1.65258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.24818519683338, tolerance: 2.3681187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.42599404965703, tolerance: 1.96828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.578336895452562, tolerance: 2.40048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.72499137906576, tolerance: 1.7561887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.350096868771583, tolerance: 2.036555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.035160990540586, tolerance: 1.690355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.89131804793318, tolerance: 1.40738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.42237091205695, tolerance: 2.0888987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.763514028069551, tolerance: 2.22309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.21553753307688, tolerance: 2.68482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.957160570572846, tolerance: 2.283795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.397767099299315, tolerance: 1.790675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.488183029902164, tolerance: 1.8340487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.23346626511425, tolerance: 2.3954487499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.5296337652668, tolerance: 2.41199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.105868721712582, tolerance: 1.76378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.32397923716855, tolerance: 2.1746387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.66387350823817, tolerance: 2.04482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.8991530886451, tolerance: 2.444995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.226061932638093, tolerance: 2.4300200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.56499648138584, tolerance: 1.80599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.48053566740416, tolerance: 1.96684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.78894225762115, tolerance: 2.2301949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.690306241779297, tolerance: 2.5072200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.827779931153714, tolerance: 1.9628750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.125163579797608, tolerance: 2.01586875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.848506185455243, tolerance: 2.0747987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.243431747716095, tolerance: 2.26964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.610934700247945, tolerance: 2.187475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.795909045340217, tolerance: 2.23666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.46007999014904, tolerance: 1.97258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.292371672352544, tolerance: 2.090995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.385333413396168, tolerance: 1.6023549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20629063804465, tolerance: 1.813155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.146547235080867, tolerance: 2.187195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.524436808644026, tolerance: 2.154475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.30823372773331, tolerance: 2.3847387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.868111403775256, tolerance: 1.9230200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05113324707935, tolerance: 1.9306987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.48718800256906, tolerance: 1.94248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.93812243170997, tolerance: 2.0163549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.19355819886502, tolerance: 1.9969387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.787529577094027, tolerance: 1.648555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.822226602747868, tolerance: 1.7539949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.58048782942796, tolerance: 1.899475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.77906491491941, tolerance: 2.2140887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.963533096433936, tolerance: 1.2522887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.615098065339847, tolerance: 1.673955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.48156439211079, tolerance: 1.6840987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.051402515312596, tolerance: 1.63664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.32630692070809, tolerance: 1.78434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.607095385832103, tolerance: 1.58559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.988933394247447, tolerance: 1.814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.56074687313211, tolerance: 1.8380200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.557235030718566, tolerance: 2.01339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.29977038805414, tolerance: 1.93812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.558097744623453, tolerance: 2.0393550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.361890943252547, tolerance: 1.65592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.396002188979885, tolerance: 1.5839200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.832225963524053, tolerance: 1.8666887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.355142522857765, tolerance: 1.14358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.20948150032035, tolerance: 1.55269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.003674800003495, tolerance: 2.1654987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.14656880111531, tolerance: 1.8155800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.118111134334336, tolerance: 1.2639887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.686564716764252, tolerance: 1.4443000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.236788450453517, tolerance: 1.4772200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.26982714442849, tolerance: 1.79043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.821858317981333, tolerance: 1.7285887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.13849989908751, tolerance: 1.47032
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.215188964119664, tolerance: 1.6817949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.895249319328165, tolerance: 1.7413
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.34822477428809, tolerance: 1.6970387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.82471569807435, tolerance: 1.90604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.85162149186875, tolerance: 1.91638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.638359801412934, tolerance: 1.7190750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.897176297534326, tolerance: 1.374395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.754527461697624, tolerance: 1.681275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.228194991780377, tolerance: 2.21753875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.202141461978286, tolerance: 1.73826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.760967316472478, tolerance: 1.8193487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.79270178435782, tolerance: 1.98004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.658422291481234, tolerance: 1.83706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.7466405519571, tolerance: 2.14491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.529596530180754, tolerance: 2.02879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.551446648171563, tolerance: 1.84332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.092193664498737, tolerance: 1.86316875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.400364062982488, tolerance: 1.7895949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.293320166423122, tolerance: 1.551795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.390644385580996, tolerance: 2.06394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.45117662199438, tolerance: 1.53961875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.048119866467427, tolerance: 1.7337887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.201579364193247, tolerance: 1.8759200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.308395825236634, tolerance: 1.6423387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.82857448872852, tolerance: 1.7654387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.687329045323326, tolerance: 1.5161
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.76865541518592, tolerance: 1.9783887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.085894857222637, tolerance: 1.8232887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.183838968970573, tolerance: 2.10661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.790940670936852, tolerance: 1.6158387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.347228943359244, tolerance: 2.04611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.519115040943024, tolerance: 1.5903950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.712450254948303, tolerance: 1.3642750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.79205690083159, tolerance: 2.4685949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.750012267795906, tolerance: 1.8072000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.93334296347883, tolerance: 1.49778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.96879012852065, tolerance: 1.6489887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.002630887501454, tolerance: 2.05864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.418643303110661, tolerance: 1.41002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.04795844185784, tolerance: 1.8049000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.336487280092072, tolerance: 1.70829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.595846172732458, tolerance: 2.050875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.72075408150446, tolerance: 2.2609
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.281678689753083, tolerance: 1.7648387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.368431355012238, tolerance: 1.862475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.938592052143125, tolerance: 1.79309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.998759387193537, tolerance: 1.738275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.090304820337884, tolerance: 1.86504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.424581568066802, tolerance: 1.8952187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.664120793781358, tolerance: 1.90494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.493576398422856, tolerance: 1.91399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.275742946796623, tolerance: 2.05969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.898617976346586, tolerance: 1.70346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.368568349896886, tolerance: 1.6980887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.948903829863994, tolerance: 1.91428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.634791403994415, tolerance: 1.62568875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.075680433374975, tolerance: 1.6272187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.644790985691946, tolerance: 1.729755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.776247325835332, tolerance: 1.7350887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.838818039673107, tolerance: 1.9846987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.500195020683034, tolerance: 1.9623387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.731899283788557, tolerance: 1.77174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.99192300429289, tolerance: 1.1389387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.927442318339775, tolerance: 1.7789949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.576619729441193, tolerance: 1.539595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.07585902947164, tolerance: 1.67444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.28154299620655, tolerance: 2.4951800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.118965592078602, tolerance: 1.97659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.878589698322173, tolerance: 1.9377949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.401177895995268, tolerance: 1.5881949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.23613978460857, tolerance: 1.63594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.176299253819156, tolerance: 1.645675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.663084510748803, tolerance: 1.76898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.644901440865763, tolerance: 1.47613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.19799344132782, tolerance: 1.89708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.62907038349993, tolerance: 1.8781949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.44622169014005, tolerance: 1.56516875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.900217612948683, tolerance: 1.5535200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.693905435483805, tolerance: 1.6146487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.222497545456806, tolerance: 1.6069200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.712757584755256, tolerance: 1.283755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.657235959078061, tolerance: 1.7355949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.522103048062078, tolerance: 1.46398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.297200234609015, tolerance: 1.9691387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.304543404151637, tolerance: 1.6447887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.442760548717096, tolerance: 1.6387949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.393866305485226, tolerance: 2.21778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.379285802406823, tolerance: 1.8199799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.877256485603223, tolerance: 1.532755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.962828651949161, tolerance: 1.50088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.323292326749147, tolerance: 1.63348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.092391268502022, tolerance: 2.0202750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.376480161315728, tolerance: 1.494555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.948753600385256, tolerance: 1.73438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.09175989981362, tolerance: 1.709475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.84775579457132, tolerance: 1.8379
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.22702274446351, tolerance: 1.7513487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.744528628232697, tolerance: 2.1534387500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.885977897706887, tolerance: 1.63448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.954705511858748, tolerance: 1.7260887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.89452596924012, tolerance: 2.082955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.956220735603777, tolerance: 1.7050487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.945396860105404, tolerance: 2.2721487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.050479900750314, tolerance: 1.51349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.403286707783817, tolerance: 2.0381987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.858615938603922, tolerance: 1.72248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.343347072977863, tolerance: 2.08376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.622782711328572, tolerance: 2.00976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.749409345877458, tolerance: 1.323795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.514031201792555, tolerance: 1.4963549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.448733408317246, tolerance: 1.2954387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.868172785857794, tolerance: 1.804075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.270138484404832, tolerance: 2.1113887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.74356715408191, tolerance: 1.9117799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.36839023146407, tolerance: 1.4977887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.635195767705916, tolerance: 1.6108887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.87526212913839, tolerance: 1.85879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.1174940202675, tolerance: 1.74581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.16942585598853, tolerance: 1.6057949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.422198511230754, tolerance: 1.8294000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.48040770779654, tolerance: 1.5673949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.776778392879502, tolerance: 1.15078875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.621960545369339, tolerance: 1.67328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.35290631673266, tolerance: 1.8135949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.596554135708985, tolerance: 1.35353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.90906316858415, tolerance: 1.5361
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.022876524594233, tolerance: 1.393675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.652975241103977, tolerance: 1.325555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.09965451509116, tolerance: 1.50678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.336712405356554, tolerance: 1.31239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.841803598440528, tolerance: 1.3073887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.132068052808945, tolerance: 1.04558875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.347908100825475, tolerance: 1.80248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.09764670988658, tolerance: 1.685955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.269861426695748, tolerance: 1.6128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.134461551591123, tolerance: 1.9226987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.75684388487989, tolerance: 1.274955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.146478136943877, tolerance: 1.9535887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.723379221136906, tolerance: 1.5049949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.486912513258623, tolerance: 1.794995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.01338286553016, tolerance: 1.6529800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.222564662765391, tolerance: 1.471475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.392727652278545, tolerance: 1.66824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.52120475600018, tolerance: 1.6876887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.44562526423622, tolerance: 2.1812799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.399316666347985, tolerance: 1.6941387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.127497551810187, tolerance: 1.9571949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.399236414480333, tolerance: 1.83709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.037831819542212, tolerance: 1.5042887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.549026113829903, tolerance: 2.01813875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.936459141232541, tolerance: 1.7573550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.57612483514146, tolerance: 2.00118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.747396785587313, tolerance: 1.59538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.612917233592174, tolerance: 1.6501949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.981660511851995, tolerance: 1.6087387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.650998464937558, tolerance: 1.8770187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.598812518186236, tolerance: 1.472955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.82426236541346, tolerance: 1.6743949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.165993834426466, tolerance: 1.86228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.26271352911157, tolerance: 1.7396987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.953633930855982, tolerance: 1.3286200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.955244280646603, tolerance: 2.052155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.45421481199118, tolerance: 1.74248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.901091940451884, tolerance: 1.82798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.325050600188106, tolerance: 1.29788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.431936700774106, tolerance: 1.8231549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.14990493517868, tolerance: 1.6413887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.88812069605988, tolerance: 1.47109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.273217337367328, tolerance: 1.6544200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.117292066060664, tolerance: 2.0667
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.226889727498083, tolerance: 2.12981875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.610903761037385, tolerance: 1.9472887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.255741381440128, tolerance: 2.32131875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.57986613222574, tolerance: 2.0439000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.55944450251623, tolerance: 1.6501549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.99003592342114, tolerance: 1.7047387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.316638336357652, tolerance: 1.7433949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.862373671801922, tolerance: 1.8129187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22230459112333, tolerance: 1.8090987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.245034888403845, tolerance: 1.6572887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.61457878956766, tolerance: 2.3053549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.740200839271466, tolerance: 1.978075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.107367929269063, tolerance: 1.8825949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.197278068804618, tolerance: 2.16418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.45587278577516, tolerance: 1.9649387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.848453962167145, tolerance: 2.050555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22022582511625, tolerance: 2.00563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.791259922377222, tolerance: 2.2296750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.68797667034945, tolerance: 2.2823387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.30139231830038, tolerance: 1.75479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.078788670710935, tolerance: 1.5534200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31694638899949, tolerance: 1.7171950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.303683681445754, tolerance: 1.81168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.309570308230413, tolerance: 1.91166875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.198297275938483, tolerance: 2.40214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.55480311902295, tolerance: 2.14452
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.114816800159215, tolerance: 2.3833949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.644665833187375, tolerance: 1.66078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.309433940317213, tolerance: 1.75639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.495966487168157, tolerance: 2.339555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25958669232905, tolerance: 1.98658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.970504722427755, tolerance: 1.8375949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.32174454525641, tolerance: 1.76419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.865139357058565, tolerance: 2.26748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.702415059284675, tolerance: 2.13174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.795336261207776, tolerance: 1.6908687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.275168064525776, tolerance: 1.7485199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.761868291630194, tolerance: 2.291995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.581139728215863, tolerance: 2.65318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.751209677321988, tolerance: 1.5019550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.006961844929315, tolerance: 1.734475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.625472512146228, tolerance: 1.707475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.394904574817346, tolerance: 1.6459949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.51301009211713, tolerance: 2.16238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.479982570732293, tolerance: 1.8996000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.790871976994403, tolerance: 1.9867549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.513916739066094, tolerance: 1.96002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.376047278764847, tolerance: 1.9455199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.23214619757717, tolerance: 2.336355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.248121217797195, tolerance: 2.3299549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.192184486025134, tolerance: 1.6743487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.398613291032845, tolerance: 2.2041887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.695428140122196, tolerance: 2.2155549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.949048076051863, tolerance: 1.62962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.280693367609917, tolerance: 2.1128387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.414882184293718, tolerance: 1.82096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.703495317848326, tolerance: 1.75159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.152712863202478, tolerance: 1.58112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.6732297853742, tolerance: 1.969275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.80731231994852, tolerance: 2.37609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.771708644240878, tolerance: 1.9345487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.588766350207159, tolerance: 1.68638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.626321176775107, tolerance: 2.2728987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.965104459360784, tolerance: 2.01281875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.042087794653007, tolerance: 1.8819199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.293278133072715, tolerance: 2.1509199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.769461498758183, tolerance: 2.077355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.821219710294606, tolerance: 2.1139200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.728536373481884, tolerance: 1.5963487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.227583117647956, tolerance: 2.17614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.50428094748494, tolerance: 2.0047949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.49426525802319, tolerance: 2.186995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.170806342542694, tolerance: 1.7710200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.37674358591438, tolerance: 2.68679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.843281985971508, tolerance: 2.179075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.44474187870994, tolerance: 2.1748387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.665251508382356, tolerance: 1.779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.67037332125767, tolerance: 1.4574387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.675713247601248, tolerance: 1.63556875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.215076944560405, tolerance: 2.2262387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.96991395844285, tolerance: 2.0817949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.204139297245014, tolerance: 1.7337987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.657606526236103, tolerance: 1.9471549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.046042946699067, tolerance: 1.3127887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.592135719416483, tolerance: 2.2681
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.56995533933268, tolerance: 2.21581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.325828399127836, tolerance: 1.36888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.300315939437553, tolerance: 1.6748750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.213984114012156, tolerance: 2.3068750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.79007696788646, tolerance: 2.2898187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.353738852588055, tolerance: 2.42948875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.416852179860584, tolerance: 2.02878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.299703248493994, tolerance: 1.50022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.516736501186042, tolerance: 2.20708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.776119983055054, tolerance: 1.72898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.045204986596115, tolerance: 2.1739949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.904156698907357, tolerance: 2.06958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.75195529642077, tolerance: 2.05993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.362069731337634, tolerance: 1.96776875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.900027528814945, tolerance: 2.149595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.23733570756126, tolerance: 2.13418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.945649992813287, tolerance: 2.1059987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.826583353975657, tolerance: 1.8896387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.008087755075962, tolerance: 1.99374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.724446086776837, tolerance: 2.50712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.444012139717856, tolerance: 1.7534987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.911238984921829, tolerance: 1.8680387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.39324270186584, tolerance: 2.01752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.33630085910641, tolerance: 1.9674487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.149607792857818, tolerance: 1.5418387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.785084323032962, tolerance: 1.8823550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.99887927751667, tolerance: 1.40179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.115918481577808, tolerance: 1.6901000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.040700974865437, tolerance: 1.65999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52619105836529, tolerance: 1.8255200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.073223764495584, tolerance: 1.7329800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.58310785727398, tolerance: 1.9847949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.529147272874912, tolerance: 1.51111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.305635518813578, tolerance: 2.05662
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.498971683683443, tolerance: 2.09748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.525780322788073, tolerance: 2.9088387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.721351337843334, tolerance: 2.13428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.299539826138385, tolerance: 2.17288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.99462845868796, tolerance: 1.7791949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.221443872902647, tolerance: 1.9162000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.822123287229186, tolerance: 2.545355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.947559618047187, tolerance: 2.39681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49045035778722, tolerance: 2.19459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.18940385635556, tolerance: 2.11848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.294907898965924, tolerance: 1.64854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.362998412108162, tolerance: 2.020555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40364143259901, tolerance: 1.9065887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.957836309165433, tolerance: 2.56758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.71051106934138, tolerance: 2.0387950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.55456137993649, tolerance: 2.0676200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.83184954370807, tolerance: 2.1383949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.88149410444836, tolerance: 1.78379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.422840622064214, tolerance: 1.6849800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.249779042715677, tolerance: 1.9716887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73254452342077, tolerance: 1.9027387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.068376256983793, tolerance: 2.4477487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.808363077493304, tolerance: 1.77416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.969850091210288, tolerance: 1.6145
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.653843348193533, tolerance: 1.78302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.746952951176144, tolerance: 2.3042387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.089572856971884, tolerance: 1.61878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.344927149053994, tolerance: 1.8306200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.508395513029354, tolerance: 1.66054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.077610541315412, tolerance: 2.5766
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.293008380955893, tolerance: 2.1934799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.147706371670093, tolerance: 2.159275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.96480497676115, tolerance: 2.31882
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.021402646253605, tolerance: 2.35008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.92512616294449, tolerance: 2.0643949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.702085263595674, tolerance: 2.254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.334452257039274, tolerance: 1.8630887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.974894880238846, tolerance: 2.01258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.221075990883953, tolerance: 1.9275550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.052414039914927, tolerance: 1.88314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.036589171618033, tolerance: 1.637555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.689835730429984, tolerance: 1.8476799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.757254111730408, tolerance: 1.6061
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.57138288739201, tolerance: 2.02962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.635700645472497, tolerance: 1.9535200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.888773805508336, tolerance: 2.50168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.707391750354695, tolerance: 1.9913199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.60782096342192, tolerance: 2.2351187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.12032200847994, tolerance: 2.0591
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.367172413974714, tolerance: 2.21856875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.481754484914468, tolerance: 1.9109549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.22434051598206, tolerance: 2.6256987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.89948631724469, tolerance: 1.9566387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.440262716603915, tolerance: 2.12542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.22456456981887, tolerance: 1.8943987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.373453014810924, tolerance: 2.17268875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.57286532809001, tolerance: 1.8850887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.05428352337648, tolerance: 2.1710687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.482444376197703, tolerance: 1.6971487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.84795611528821, tolerance: 1.8304387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.349375962393843, tolerance: 1.8396750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.354102162620588, tolerance: 2.1132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.567543766688946, tolerance: 1.8018687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.8380055005204, tolerance: 2.1217487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.959993842252228, tolerance: 1.9053949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.23110128622977, tolerance: 1.643475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.267527830735578, tolerance: 2.588075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.38658301738601, tolerance: 1.855395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.755505121785518, tolerance: 1.74266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.304247904221896, tolerance: 1.359555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.128937854402327, tolerance: 2.18368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.502275074879034, tolerance: 2.04099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.509519541587974, tolerance: 2.03553875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.141580274436546, tolerance: 2.1965549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.149648938482468, tolerance: 1.8161800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.595750354847144, tolerance: 2.1198187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.511303950481443, tolerance: 2.16999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.176034649950084, tolerance: 1.540795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.06362388480299, tolerance: 2.17644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.09970499416436, tolerance: 2.0135187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.468434175671037, tolerance: 2.0614887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.40554445377149, tolerance: 1.6113887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.445151953563222, tolerance: 1.7945550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.77949364197942, tolerance: 1.8422687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.814575671035666, tolerance: 1.66989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.132857123416, tolerance: 1.8366887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.942569386796336, tolerance: 1.6244200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.801509823509033, tolerance: 1.60328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.21094937831417, tolerance: 1.8926200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.78907323585139, tolerance: 2.05114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.936445747990227, tolerance: 2.005995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.67436078130696, tolerance: 1.656355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.143161118681952, tolerance: 1.6316000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.973226822335857, tolerance: 1.7035487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.060775951955833, tolerance: 1.8209487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.812420294067962, tolerance: 1.8011487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.11306082950529, tolerance: 1.75898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.605257875322867, tolerance: 1.5795949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.465588787673273, tolerance: 1.7955200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.71735923974444, tolerance: 1.8485487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.284037353985322, tolerance: 1.9767687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.537503116746805, tolerance: 2.1615550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.820504301685855, tolerance: 2.43893875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.936643364346224, tolerance: 1.5027949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.197627602820354, tolerance: 1.78039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.821028987447423, tolerance: 1.7387987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.96918406899735, tolerance: 2.35311875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.818842792718293, tolerance: 2.3390887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.235404872357996, tolerance: 2.297875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02527703224967, tolerance: 2.21488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.250678771096037, tolerance: 1.7603549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.693841584773477, tolerance: 1.51859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.63594075697713, tolerance: 1.7615387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.007589023088105, tolerance: 1.9963199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.356550911144264, tolerance: 2.27919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.67806399504361, tolerance: 1.679675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.016673128106074, tolerance: 1.7909387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.158728697865417, tolerance: 2.18198875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.638801792527495, tolerance: 1.7815949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.80399599216724, tolerance: 2.44492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.835420619074657, tolerance: 1.8185187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.87267925016938, tolerance: 2.00751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.39719921114135, tolerance: 2.1209550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.58420312549816, tolerance: 1.8437387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.968415539255265, tolerance: 1.6188887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.650852080497348, tolerance: 2.0108487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.581105706289666, tolerance: 2.20729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.44920289928627, tolerance: 2.01412
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.841655861460726, tolerance: 1.58384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.425473861165457, tolerance: 1.73583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.095068144647268, tolerance: 1.7166887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.03038851055159, tolerance: 1.534475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.505897977127688, tolerance: 1.6899800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.487774162402516, tolerance: 1.9819487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.87042406156647, tolerance: 2.0187387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.81598286945293, tolerance: 1.58658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.574465183883007, tolerance: 1.9821549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.89326043043521, tolerance: 1.7299550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.593691988128388, tolerance: 1.8331000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.448745879672266, tolerance: 1.7719387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.007449038399386, tolerance: 2.0445949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.369000949699263, tolerance: 1.6401000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.159475765359623, tolerance: 1.86189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.899368391894352, tolerance: 2.218275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.74695877051494, tolerance: 1.4937200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.332253837770434, tolerance: 1.9835199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.389741226653307, tolerance: 1.7820487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.386334911508357, tolerance: 1.9754200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.798123583626403, tolerance: 1.87568875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.99945027809129, tolerance: 1.81948875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.953575782141932, tolerance: 2.041795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.377184263782313, tolerance: 1.676155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46608387441485, tolerance: 1.68519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.23940684691647, tolerance: 2.16123875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.609496409035803, tolerance: 2.15164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.269663820681334, tolerance: 1.468155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.77894742817013, tolerance: 1.7274387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.398741081982035, tolerance: 1.8664387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.734484583707435, tolerance: 1.8720687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.305683330130737, tolerance: 1.54683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.94200027248146, tolerance: 2.1416987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.940209423471927, tolerance: 2.1231550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.767369928855786, tolerance: 1.60868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6889875573366, tolerance: 1.7701187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.58649231416457, tolerance: 2.2020887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.62365078201308, tolerance: 1.99153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.24378878365012, tolerance: 2.00344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.887983838181029, tolerance: 1.84988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.95067580917269, tolerance: 1.5895800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.568953010621538, tolerance: 2.0457
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.952430247527932, tolerance: 1.60108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.9087244483445, tolerance: 1.5669887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.1311151400339, tolerance: 1.5510887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.776826520069378, tolerance: 1.98386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.481418340095168, tolerance: 1.49838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.599117019809018, tolerance: 2.0786200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.304706881489153, tolerance: 1.74224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.532996069676567, tolerance: 2.3911487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.870835981819774, tolerance: 1.8843487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.84741524449939, tolerance: 1.789155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.969893931750704, tolerance: 2.1947550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.66565038498883, tolerance: 1.38444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.425887345700998, tolerance: 1.36323875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.502229283508314, tolerance: 1.36729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.174708786281226, tolerance: 1.8167887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.252563532135124, tolerance: 1.70074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.490052329534656, tolerance: 1.28256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.521806582038074, tolerance: 1.45109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62381833307169, tolerance: 1.63306875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.37770577526787, tolerance: 1.67959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.890254803775683, tolerance: 1.4941187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.19781008583941, tolerance: 1.6766887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.76165409127515, tolerance: 1.75268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.816765220737615, tolerance: 1.62171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.28778883687448, tolerance: 1.42579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.263165756755438, tolerance: 1.7168750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.68591204556349, tolerance: 1.73034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.92787611638643, tolerance: 1.4543987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.809003891645492, tolerance: 1.50634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.91251159460418, tolerance: 1.7433387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.7251741373469, tolerance: 1.42412
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.245381025698926, tolerance: 1.3772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.472014297529732, tolerance: 1.265595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.188327598577477, tolerance: 1.55729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.93988323095353, tolerance: 1.5213550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.822543265969756, tolerance: 1.98042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.228043495180437, tolerance: 1.74338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.67716962704482, tolerance: 1.6078200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.334533578902217, tolerance: 1.340275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.686073879306154, tolerance: 1.596475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.85787812214572, tolerance: 2.1099200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.95253035121826, tolerance: 1.28534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.497480715037007, tolerance: 1.667555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.69562194962748, tolerance: 1.5473887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.626275532925, tolerance: 1.23148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.4945476716542, tolerance: 2.25862
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.902692518863507, tolerance: 1.48386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.525499688151548, tolerance: 1.34608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.627427398250965, tolerance: 1.8915949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.4465670813062, tolerance: 1.865755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.623496238057204, tolerance: 1.653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.43681141282383, tolerance: 1.546475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.857875349035957, tolerance: 1.3192387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.645174443340686, tolerance: 1.7267199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.7043902526918, tolerance: 1.8609950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.381401594549253, tolerance: 1.6666987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.33817934992362, tolerance: 1.9672887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.440666402765896, tolerance: 1.2131200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.62301839800747, tolerance: 1.78069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.74302799713825, tolerance: 1.4649550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.388945687191793, tolerance: 1.52613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.735633148095644, tolerance: 1.8858000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.974772878255465, tolerance: 1.58958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.563119656045977, tolerance: 1.5795800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.049947825765354, tolerance: 1.744755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.13769178314941, tolerance: 1.54488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.779150802544113, tolerance: 1.33974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.651532366580444, tolerance: 1.51062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.463448697362356, tolerance: 1.7232987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.73127526464895, tolerance: 2.26362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.04689471936101, tolerance: 1.7013799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.137575336619296, tolerance: 1.59056875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.7782842166956, tolerance: 1.7592750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.915887290270284, tolerance: 1.60284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.973794112398835, tolerance: 1.54248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.70674585753668, tolerance: 1.598155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.26645457707993, tolerance: 1.80098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.31788829462006, tolerance: 1.49028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.020287908755922, tolerance: 0.9900387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.842642492892207, tolerance: 1.5418200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.036542097132298, tolerance: 1.588675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.738720488461194, tolerance: 1.8422887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.007091427214444, tolerance: 1.5337487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21417320571843, tolerance: 1.24541875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.55097072268642, tolerance: 1.82128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.377134758076423, tolerance: 1.5287887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.02580484320838, tolerance: 1.66189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.83406509638377, tolerance: 1.55288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25992861483774, tolerance: 1.5785887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.947623664047583, tolerance: 1.5634487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.848813878161046, tolerance: 1.809955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.52362512015682, tolerance: 1.8043949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.63555357490361, tolerance: 1.41659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.699521743806876, tolerance: 1.8287949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.14480682146828, tolerance: 2.11334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.74064996041318, tolerance: 1.9244387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.76527921929745, tolerance: 1.622875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.614534713171217, tolerance: 1.5767887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.71363151287297, tolerance: 1.4859950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.998231931827775, tolerance: 1.9331887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52369237214864, tolerance: 1.4415987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97846529700245, tolerance: 1.66848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.57944617125693, tolerance: 1.52229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.127548246295376, tolerance: 1.847395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.43487983366382, tolerance: 1.25448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.01827098588637, tolerance: 2.1075887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.869888339186474, tolerance: 2.06593875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.963295747252754, tolerance: 2.39768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.521944701510982, tolerance: 1.5963200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.967308551331357, tolerance: 1.70279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.562349829786097, tolerance: 2.1351199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.937223714201487, tolerance: 2.38874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.175150804959685, tolerance: 1.71534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.567479727764976, tolerance: 1.80768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.63403483933647, tolerance: 2.503755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.7658913884195, tolerance: 1.3824200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.926150908809397, tolerance: 1.7696387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.60948009310252, tolerance: 2.0386687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.0699966540957, tolerance: 2.0446987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.136427699632993, tolerance: 1.4136187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.73338031633376, tolerance: 1.6862487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.53793304717158, tolerance: 1.4182887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.43953613984786, tolerance: 2.0434387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.135171238620995, tolerance: 1.95189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.468338864592116, tolerance: 1.70851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.184441121349753, tolerance: 1.60558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.657729883932557, tolerance: 2.1093949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.814521263239023, tolerance: 1.87733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.21064088702778, tolerance: 1.935475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.07438737388865, tolerance: 2.128595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.005229333227145, tolerance: 2.01528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.441019074313424, tolerance: 2.08008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.628678675912813, tolerance: 1.947555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.823713768235088, tolerance: 2.07498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.685900512176172, tolerance: 1.9297550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.57930247176886, tolerance: 1.8504487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.913048987169038, tolerance: 1.78653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.371544691711353, tolerance: 2.192955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.443562190566034, tolerance: 1.8626487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40257088832364, tolerance: 1.84458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.393375810692152, tolerance: 1.71599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.325383066919787, tolerance: 2.0393487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.916351868386997, tolerance: 2.25768875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.729541673419938, tolerance: 2.2659949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.87990081074823, tolerance: 1.57428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.537715487412, tolerance: 2.005355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.95954646894633, tolerance: 1.8747949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.446019505130177, tolerance: 1.51429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.046897669655284, tolerance: 1.83066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.763772726273952, tolerance: 2.158595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.638229900629378, tolerance: 1.5045887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.69174506587057, tolerance: 2.3279487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.31175876217886, tolerance: 2.03114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96283678202538, tolerance: 1.8437949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.29948341708682, tolerance: 1.9830987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.252064355877032, tolerance: 2.508355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.79032071153827, tolerance: 2.1174799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.813097031831997, tolerance: 2.14891875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.380701149134243, tolerance: 2.017555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.786824144256244, tolerance: 1.7364187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.340079392340503, tolerance: 1.9605887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.31383948022875, tolerance: 1.6746799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.534074447884752, tolerance: 2.0150887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.191087419727777, tolerance: 1.7547987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.081872895764658, tolerance: 2.69083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.821033599480362, tolerance: 1.8683200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04627107691098, tolerance: 2.35451875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.807561795443796, tolerance: 1.8559
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.663452375556318, tolerance: 2.489795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.413513893267314, tolerance: 2.05699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.439910297965437, tolerance: 2.3367487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.281770083428842, tolerance: 2.11898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.80152886433915, tolerance: 1.7231987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.29070466345477, tolerance: 1.7810750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.242960834780188, tolerance: 1.8162799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.348522899196006, tolerance: 1.9404487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.103948768124523, tolerance: 1.36506875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.799763561941223, tolerance: 2.08514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.851632842563788, tolerance: 1.9265549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96084292393893, tolerance: 1.7578487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.639643616977065, tolerance: 2.27668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.715504614630163, tolerance: 2.1253949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.53126675577191, tolerance: 1.9429949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.325596156256793, tolerance: 2.2165987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.792156804830896, tolerance: 1.804955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.188212950165152, tolerance: 1.98064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.675102666297294, tolerance: 1.817755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.72527133761654, tolerance: 2.1595987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.807718273158176, tolerance: 1.7735549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.216602428517941, tolerance: 1.21934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.709909324380487, tolerance: 2.01494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.689042529536252, tolerance: 1.9201687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.50020694816802, tolerance: 1.6301387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.12489578481319, tolerance: 2.548755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.020773298352994, tolerance: 1.763355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.02497953920282, tolerance: 2.09728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.647162617285925, tolerance: 2.4434487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.395691147312323, tolerance: 1.94176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.616602417131627, tolerance: 2.0806387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20621516353254, tolerance: 2.9006387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.358374254584433, tolerance: 1.51026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.925076045865033, tolerance: 1.68694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.559287779447057, tolerance: 1.61273875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.127569517566116, tolerance: 1.755675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.839800466934, tolerance: 1.8272187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.64406032275597, tolerance: 2.04736875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.555008093985922, tolerance: 1.9961
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.59423815787918, tolerance: 1.9369387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.169187811265463, tolerance: 2.11292
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.82671612377561, tolerance: 1.8003950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.967384836871027, tolerance: 1.969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.116385944002474, tolerance: 1.8928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.86737040022591, tolerance: 1.45193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.642663168503324, tolerance: 1.99186875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.50731534007805, tolerance: 1.8895387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.473991136891255, tolerance: 1.7707387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.567067521732366, tolerance: 1.39684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.774988918508633, tolerance: 1.6977949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.35246841963132, tolerance: 2.240995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.737422488943889, tolerance: 1.9642387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.846225407716142, tolerance: 1.43789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.336381519796413, tolerance: 1.52859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.169855712371703, tolerance: 1.31324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.847163631608957, tolerance: 1.7744887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.618888291289608, tolerance: 1.1526387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.955722146204918, tolerance: 1.73228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.45690269312553, tolerance: 1.6765949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.147182834071273, tolerance: 1.58548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.200447499793345, tolerance: 1.9479487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.797090670966416, tolerance: 1.62369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.02340078365927, tolerance: 1.7437950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.10220480009149, tolerance: 1.8772887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.21671975887611, tolerance: 1.9933950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.46178684343721, tolerance: 1.622355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.21106343797932, tolerance: 2.21042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.464820512585433, tolerance: 1.827795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.30806217967233, tolerance: 1.52648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.092332540299346, tolerance: 1.9570750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.130334873273668, tolerance: 1.4570687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.791606363060618, tolerance: 2.0434487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.668532243996195, tolerance: 2.0739199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.69571378496006, tolerance: 2.15826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.01460342863331, tolerance: 1.8849950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.845826119872548, tolerance: 1.8435000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.293204776008757, tolerance: 1.4451887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.90227285704328, tolerance: 1.86348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.817418341475573, tolerance: 1.95919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.727423169670432, tolerance: 1.5203387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.191766704096658, tolerance: 1.46748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.759011431360857, tolerance: 1.294195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.309590935630034, tolerance: 1.855075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.200011229456106, tolerance: 1.6536887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.751516574822674, tolerance: 1.74498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46041972606089, tolerance: 1.6200387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.89491739271277, tolerance: 1.7058987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.613942784293075, tolerance: 1.645155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.652750892537455, tolerance: 1.3681200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.219777779174896, tolerance: 1.5839949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.446978460442057, tolerance: 1.7105387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.41079266389689, tolerance: 1.6491987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.1189669327088, tolerance: 1.643155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.874288937359987, tolerance: 1.7266387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.190545998934525, tolerance: 1.95739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.813878871013166, tolerance: 1.7899387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.177702767865824, tolerance: 1.9076887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.390915382141173, tolerance: 1.777555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.750174028773895, tolerance: 1.4854200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.10193428727197, tolerance: 1.09228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.536277092892977, tolerance: 1.873955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.723044572916411, tolerance: 1.55788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.970416133498961, tolerance: 1.5172750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.75564595231948, tolerance: 1.54218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.355609789779889, tolerance: 1.6841000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.55083893034418, tolerance: 1.7611200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.522972916338865, tolerance: 1.8231187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.844212154679544, tolerance: 2.073755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.750964512930427, tolerance: 1.50288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.103637300408995, tolerance: 1.629075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.260156270083755, tolerance: 1.952355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.629507167831711, tolerance: 1.616955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.36617192694562, tolerance: 1.4551200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.876784842014883, tolerance: 1.69278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.098288358903247, tolerance: 1.61363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.81664991941526, tolerance: 1.7793687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.96320727161082, tolerance: 2.1661200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.80446669398964, tolerance: 2.14812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.717194123718054, tolerance: 2.34543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.268576840505776, tolerance: 2.02398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.39290760185785, tolerance: 1.6486687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.361152646914014, tolerance: 2.12866875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.93903849250779, tolerance: 1.75996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.23738520052174, tolerance: 1.8547949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.186307772003016, tolerance: 1.49796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.598553903988158, tolerance: 1.8679000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.629250865925147, tolerance: 1.53709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.998159918204554, tolerance: 1.63992
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.697468915513806, tolerance: 1.35189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.55160356086996, tolerance: 1.4597987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.137997058873975, tolerance: 1.5268187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.352969150116035, tolerance: 1.656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.9593870306896815, tolerance: 1.50181875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.67822318691054, tolerance: 1.86886875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.937493308348822, tolerance: 1.61129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.63567750543872, tolerance: 1.9542487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.669785628082726, tolerance: 1.8693487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.906343680785598, tolerance: 1.68772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.613143833451115, tolerance: 1.8030887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.027025010721673, tolerance: 2.035395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.084000855864357, tolerance: 1.5545187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.472155357489058, tolerance: 1.7236200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.641027605755903, tolerance: 1.542755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.658357040972344, tolerance: 1.8696750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.799824726412158, tolerance: 2.045875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.149627902359406, tolerance: 1.60444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.279087560309527, tolerance: 1.7559949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.41168397158774, tolerance: 1.8237949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.380988375989233, tolerance: 1.7058200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.582277127629403, tolerance: 1.88618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.486197854085, tolerance: 1.9117199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.898372123514108, tolerance: 1.7585950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.503534341431674, tolerance: 1.49141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.52264131965894, tolerance: 1.7881550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.673890453058423, tolerance: 1.8613987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.8950947187188, tolerance: 2.1082799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.907465599425812, tolerance: 1.8659949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.971923143583684, tolerance: 1.814155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.21490670452069, tolerance: 2.041995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.238597913031706, tolerance: 1.7490750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.899734440576758, tolerance: 1.710555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.511554690169625, tolerance: 1.75838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.32728630427266, tolerance: 2.1240200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.845695681744896, tolerance: 1.7118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.378263630770228, tolerance: 2.2790387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.969369141472125, tolerance: 1.7666387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.189309619471182, tolerance: 2.004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.990427878717021, tolerance: 1.62764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.96326939567668, tolerance: 1.792275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.98246068879178, tolerance: 1.96059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.745326596579122, tolerance: 1.42748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.766246582386056, tolerance: 2.10202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.528139063032476, tolerance: 1.52639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.614966083096537, tolerance: 2.34964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.164715399149802, tolerance: 1.2894687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.208114251915784, tolerance: 1.7404887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.4309380026013, tolerance: 1.8905199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80150470432263, tolerance: 2.0933949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.914155813668827, tolerance: 1.972555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.184308708727876, tolerance: 1.7515887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.12830767534637, tolerance: 1.8562887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.303886290028542, tolerance: 1.89944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.173898083346556, tolerance: 2.001755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.93835365346256, tolerance: 2.32171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.576809405325431, tolerance: 2.05268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.121605064708504, tolerance: 1.7601887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.880906666904473, tolerance: 1.86659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.087353809055536, tolerance: 2.05044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.315846788515806, tolerance: 1.36868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.662939990435461, tolerance: 1.8381199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.336971879668, tolerance: 1.931555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.75960801523642, tolerance: 1.7411387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.770132837461517, tolerance: 2.0218987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.401659766329328, tolerance: 1.9839800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.634510992740115, tolerance: 2.11494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.000328015906039, tolerance: 2.07328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.991887537668608, tolerance: 1.82809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.453467785805227, tolerance: 1.9671800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64782221189256, tolerance: 1.7428799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.050163651602215, tolerance: 1.8626387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.562902698132813, tolerance: 2.0453887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.796362852715472, tolerance: 2.05248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.99129778632682, tolerance: 1.7070687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49887250750118, tolerance: 2.11972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.17427171088599, tolerance: 2.09622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.817442293654342, tolerance: 2.14538875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.793374118326113, tolerance: 1.8397550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.543951516313328, tolerance: 1.7460487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.35855668035577, tolerance: 2.00441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.280721297533702, tolerance: 2.08106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.759986222553223, tolerance: 1.7719949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.92871458445092, tolerance: 1.7111200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.840179914022858, tolerance: 1.7171387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.0046324868374, tolerance: 1.89366875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.474906713047094, tolerance: 1.57458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.577084281990125, tolerance: 1.0950387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.030527859809546, tolerance: 1.94884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.807670197528445, tolerance: 2.03779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.429555802492573, tolerance: 2.16112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.135726336447476, tolerance: 1.8341949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.100687105729165, tolerance: 1.9689199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.373947553888357, tolerance: 1.711355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.224305009472106, tolerance: 1.7538887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.854268767388435, tolerance: 2.274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.588178352885041, tolerance: 1.9309949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.91714317081629, tolerance: 1.945875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.124046557130512, tolerance: 1.687675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.221382256720663, tolerance: 1.9626987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.86500184153927, tolerance: 2.0296000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.94650975889591, tolerance: 1.6919487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.023259527262024, tolerance: 1.8336387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.07675547239398, tolerance: 1.76652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.233417931416778, tolerance: 1.99088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.725258222142484, tolerance: 1.8793949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.748921622942213, tolerance: 2.015555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.414638314107345, tolerance: 2.0289200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.882596094454858, tolerance: 2.2701949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.87268654463836, tolerance: 2.1160987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.278507821750768, tolerance: 2.5385987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.78926509532105, tolerance: 2.1934
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.02025324878222, tolerance: 2.0303
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.888742422338932, tolerance: 1.83076875
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.437855621422607, tolerance: 1.6785387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.277291594359934, tolerance: 1.3965687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.263926518018287, tolerance: 1.594355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.06883381594165, tolerance: 1.662555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.133694628801553, tolerance: 1.74038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.366902093250957, tolerance: 1.4139187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.922212570017866, tolerance: 1.74618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.754718529819026, tolerance: 1.7067987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.122944794721562, tolerance: 1.6403200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.94990841555628, tolerance: 1.66671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.913626375042597, tolerance: 1.55256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.865056463738107, tolerance: 1.8003550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.663821976753006, tolerance: 1.3771200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.230057974024692, tolerance: 1.37444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.61841808345642, tolerance: 1.6469949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.766733241651188, tolerance: 1.8040487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.351116783606344, tolerance: 1.55048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.373159997706125, tolerance: 1.4646387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.309047451252404, tolerance: 1.56761875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.770712121591867, tolerance: 1.19423875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.35730232791425, tolerance: 1.58924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.569223606116374, tolerance: 1.68559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.834885636443197, tolerance: 1.3814387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.19342613983495, tolerance: 1.6966887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.809681422612599, tolerance: 1.558275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.816869556366374, tolerance: 1.791755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.60689763089065, tolerance: 1.4929200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.934744444058055, tolerance: 1.95079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.79469814934711, tolerance: 1.587395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.549568925839388, tolerance: 1.28354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.167983289258704, tolerance: 1.5818887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.006234817624527, tolerance: 1.8980750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.765088629855768, tolerance: 1.6278387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.570497784463697, tolerance: 1.6449949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.538770289636496, tolerance: 1.7957549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.300003637273349, tolerance: 1.815195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.346079757624238, tolerance: 1.5238200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.37158019348746, tolerance: 1.59718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.77199583188099, tolerance: 1.6498987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.882683212167116, tolerance: 1.6584750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.01781965231747, tolerance: 1.7535387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.12754605195885, tolerance: 1.24059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.23946278078616, tolerance: 1.298395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.201915386597662, tolerance: 1.60558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.90322519525354, tolerance: 1.59769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.791371220098338, tolerance: 1.76098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.185496044595265, tolerance: 1.28601875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.632306649707054, tolerance: 1.6792887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.373515761760075, tolerance: 1.96179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.89580896576518, tolerance: 2.03818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.451630757220418, tolerance: 1.41088875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.695943417731776, tolerance: 1.8731387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.02707886051831, tolerance: 1.9045387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.96334645517211, tolerance: 1.41694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.045730551714826, tolerance: 1.503355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.481469610424725, tolerance: 1.7181487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.255230027371667, tolerance: 1.706755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.2202769881351, tolerance: 1.917355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.27820977492602, tolerance: 1.62099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.078395924741166, tolerance: 1.7125000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.099017718166447, tolerance: 1.680355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.961020008809385, tolerance: 1.6489
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.926387061848502, tolerance: 1.71208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80041601325061, tolerance: 2.11268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.514244857174152, tolerance: 1.585195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.735784712875301, tolerance: 1.346675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.668565531845957, tolerance: 1.79658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.982109570561363, tolerance: 1.74629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.200388486097157, tolerance: 1.8101949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.680276262362497, tolerance: 1.52879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.280102272443514, tolerance: 1.08424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.651625356018474, tolerance: 1.2973387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.343628651735596, tolerance: 1.5783949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.930957439046004, tolerance: 1.51486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.251249410595307, tolerance: 1.6440987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.949330863796146, tolerance: 1.631355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.90506159381833, tolerance: 1.3301200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.312939260603365, tolerance: 1.2936200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.532589655499972, tolerance: 1.8083487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.34270942426368, tolerance: 1.6396387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.70206580118962, tolerance: 1.74118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.508349165133353, tolerance: 1.6881387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.664795024722515, tolerance: 1.33589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.682848643424087, tolerance: 1.575995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.446114209383392, tolerance: 1.8628187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.221427919888693, tolerance: 1.6544387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.425670328753057, tolerance: 1.60214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.869110532836697, tolerance: 1.6585200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.840891290750893, tolerance: 1.632595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.937618180968837, tolerance: 1.49774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.06252429250874, tolerance: 1.368355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.715962602431038, tolerance: 1.2526187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.3276990428244, tolerance: 1.7550387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.00341257091155, tolerance: 1.489475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.902812613451317, tolerance: 1.476155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.214876639493852, tolerance: 1.45812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.114612841408963, tolerance: 1.6508387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.729538098804973, tolerance: 1.7842887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.58424745703953, tolerance: 1.572195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.975593572505737, tolerance: 1.7365949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.161190278202657, tolerance: 1.5015887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.647525544566307, tolerance: 1.6117949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.022660838662063, tolerance: 1.76659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70581514799144, tolerance: 1.89908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.666198303612692, tolerance: 1.75698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.416943596807513, tolerance: 1.86942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.275200675145584, tolerance: 1.7685550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.90652992007133, tolerance: 1.7576
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.80920634763606, tolerance: 2.1300887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.066674161401178, tolerance: 1.8106
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.289905657102246, tolerance: 1.994795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.812691435971708, tolerance: 1.7117800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.389067618292223, tolerance: 1.7946187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.265743187989287, tolerance: 1.8020200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.732029566289455, tolerance: 2.00164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.697780012195388, tolerance: 2.296195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.655057348939373, tolerance: 1.639475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.370266904123824, tolerance: 1.7161187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.81268099528454, tolerance: 1.5599
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.84088210869252, tolerance: 1.4204887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.481015073115287, tolerance: 1.51381875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.315772412542067, tolerance: 1.7126687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.576491662845743, tolerance: 2.1008750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.775469972819774, tolerance: 1.88988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.911104345141766, tolerance: 1.9025949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.219090137301848, tolerance: 2.1071987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.700042286330028, tolerance: 1.47232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.841998455818782, tolerance: 1.4633200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.251280599291007, tolerance: 1.7403987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.839914878803036, tolerance: 1.55579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.286905760393413, tolerance: 1.7271949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.263193071917513, tolerance: 1.6799949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.864188804534283, tolerance: 1.6295949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.314852563143774, tolerance: 1.98374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.839189389831994, tolerance: 1.63536875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.568751725222633, tolerance: 2.00481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.61613365394133, tolerance: 1.593155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.360420970979877, tolerance: 2.132155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.98260972149419, tolerance: 2.0455550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.15977881248802, tolerance: 1.6583949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.814268135896164, tolerance: 2.0256987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.120597801921415, tolerance: 1.9035949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.05771636824477, tolerance: 1.600155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.454839371313387, tolerance: 1.5046487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.633001674430567, tolerance: 1.73701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.593913244284625, tolerance: 1.5758200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.5378774902975, tolerance: 1.8732987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.906245173745916, tolerance: 1.49039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.926350786102418, tolerance: 1.69989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.287149876366936, tolerance: 1.96638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.349328784529572, tolerance: 2.18621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.767358681555397, tolerance: 2.04858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.15708600343525, tolerance: 1.5079949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.328484539607636, tolerance: 1.866675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.612081720655638, tolerance: 1.8843887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.006971436718636, tolerance: 1.6583949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.27055649233821, tolerance: 2.09818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.054865055482146, tolerance: 1.8521487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.984494543956163, tolerance: 1.695355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.636706372280592, tolerance: 1.63371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.512190773768445, tolerance: 1.84594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.830273300660991, tolerance: 1.7888887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.50066866718996, tolerance: 2.0597800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.108595436967788, tolerance: 1.9708387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.291590320652343, tolerance: 1.70924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.830020167694947, tolerance: 1.72081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.492151714714282, tolerance: 1.7131799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.006140579609426, tolerance: 2.06103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.49372583111636, tolerance: 1.9073550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.971297809533755, tolerance: 1.441595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.764790524256156, tolerance: 1.72259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.22520707849533, tolerance: 2.0654487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.145579305851157, tolerance: 1.8495549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.497413434489637, tolerance: 1.71951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.169895601321485, tolerance: 1.71379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.706869852359375, tolerance: 1.9213
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.15262737839506, tolerance: 2.29842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37897254343193, tolerance: 2.1044
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.361076271568557, tolerance: 1.9259187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.938253451305727, tolerance: 1.6193950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.047202688454146, tolerance: 1.5119200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.46586266968251, tolerance: 1.6988200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.548397535137553, tolerance: 2.05203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.482342959842153, tolerance: 1.7392200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21893413715766, tolerance: 1.84454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.098566318578222, tolerance: 1.8327949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.58035708236282, tolerance: 1.96531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.864583468453112, tolerance: 2.04433875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.341060901883573, tolerance: 1.5378687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.453744574952687, tolerance: 1.64516875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.5884875108772, tolerance: 1.9735
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.351687015761389, tolerance: 1.6925887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.97338553942571, tolerance: 1.88441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.70957113573641, tolerance: 1.9147487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.898976755403936, tolerance: 2.1811387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.650946356351827, tolerance: 1.82482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.592830223175389, tolerance: 1.1979549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.2881870031494, tolerance: 2.01376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.872445354768967, tolerance: 1.6987949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.44942162101632, tolerance: 1.58221875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.0295352588888, tolerance: 2.11028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.94867623656097, tolerance: 1.8785200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.21289316144108, tolerance: 2.21073875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.975928713438517, tolerance: 1.47069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.03902792363488, tolerance: 1.7332887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.124211757042666, tolerance: 1.7329949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.70172707538404, tolerance: 2.10223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.696708625134082, tolerance: 1.61898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.512897949614672, tolerance: 2.00121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.68113155600942, tolerance: 1.8041949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.251666148124166, tolerance: 2.2067887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.20396719222358, tolerance: 1.116955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.982496923143042, tolerance: 1.88743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.20917908922055, tolerance: 2.4603987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.643831772867863, tolerance: 2.34198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.40859309313488, tolerance: 2.188195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.853452869422572, tolerance: 2.344995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.108603751169994, tolerance: 2.3345949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.18453017537547, tolerance: 1.9407949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.76894168034747, tolerance: 1.54272
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.94524999509289, tolerance: 1.7226200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.33308375154204, tolerance: 1.95238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.132300314872744, tolerance: 1.64333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.974392719358693, tolerance: 1.8508887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.43334442110736, tolerance: 1.40069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.266480323274745, tolerance: 1.9811949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.38260036838698, tolerance: 2.007675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.04177278414914, tolerance: 1.9627687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.809847826278965, tolerance: 1.7192687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.553243324545768, tolerance: 2.0531949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.673824642334193, tolerance: 1.5584200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.36311739277205, tolerance: 2.12663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.51765894944541, tolerance: 2.62661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.632534266399425, tolerance: 1.8277887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.20624493018855, tolerance: 1.9535199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.752836495766513, tolerance: 1.84268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.469966180353758, tolerance: 2.320355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.18961730163082, tolerance: 1.9877199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.16724177258152, tolerance: 1.7715949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.41479358611033, tolerance: 2.2728487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.172569517059003, tolerance: 2.454
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.68845362618109, tolerance: 2.36029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.84944156950039, tolerance: 1.606475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.84181284730427, tolerance: 1.7105550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.392181670723545, tolerance: 1.36678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.72264748179816, tolerance: 1.8338750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.62581238976185, tolerance: 1.8861887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.2533482844459, tolerance: 2.484555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.603437916205976, tolerance: 1.8812200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.20161366322461, tolerance: 2.3283199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.045395779924647, tolerance: 2.06994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.585791943450623, tolerance: 1.8279950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.77604501999147, tolerance: 1.9179887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.538049551598643, tolerance: 1.8521199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.743887772931203, tolerance: 1.74228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.791832121209428, tolerance: 1.819755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.359036697886044, tolerance: 1.9463549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.573600045452146, tolerance: 2.1664000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.89514706367318, tolerance: 2.00961875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.41732508729539, tolerance: 2.26293875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.531354593827988, tolerance: 1.908355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.204173217814276, tolerance: 1.7873
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.852948265824224, tolerance: 2.1355549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.03259286245975, tolerance: 2.14599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.39408367827565, tolerance: 1.76218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.053642013712526, tolerance: 1.92048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.462939133853027, tolerance: 2.02658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.32823364392462, tolerance: 1.9954487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.11310127623159, tolerance: 1.83856875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.110572837409755, tolerance: 2.3599
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.302124596345855, tolerance: 2.0281550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.566613728818417, tolerance: 2.15043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.586217437543226, tolerance: 2.0499487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.6335399621457, tolerance: 1.87024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.82431133996219, tolerance: 2.1571487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.897858328892006, tolerance: 1.69698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.37517474797595, tolerance: 2.31919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.757254570207806, tolerance: 1.707675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.104384580925142, tolerance: 1.8490187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.299810656061368, tolerance: 1.8482200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.61910897479585, tolerance: 2.21519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.46416666072667, tolerance: 2.0964
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.450502182570375, tolerance: 2.4709550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.22106797888176, tolerance: 2.25164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.399652848053655, tolerance: 2.3575
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.890484998570194, tolerance: 1.78291875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.33735881826671, tolerance: 1.8318200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.246700453496537, tolerance: 2.0107550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.99825923087137, tolerance: 2.2468799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.86747631023603, tolerance: 2.1917
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.965106842845557, tolerance: 2.15688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.45617133414262, tolerance: 2.1215
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.82942849063085, tolerance: 1.9866799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.482262265471356, tolerance: 1.52638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.582356523244187, tolerance: 2.11572
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.475167114682748, tolerance: 1.87299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.13930268187398, tolerance: 2.281355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.464780847774538, tolerance: 1.9325387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.605163346063904, tolerance: 1.9967949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.23468226527909, tolerance: 1.5723387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.41931824083131, tolerance: 1.9888000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.16319868273876, tolerance: 1.3987387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.82095143962215, tolerance: 1.44784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.84559995131404, tolerance: 1.782675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.747050772812656, tolerance: 1.6358387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.905810237079296, tolerance: 1.667995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.658611154866884, tolerance: 1.3879987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.835071809844223, tolerance: 1.5797687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.923049213548717, tolerance: 1.54624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.628434819018604, tolerance: 1.61829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.992744162028039, tolerance: 1.6158750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.997367459695448, tolerance: 1.5066887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.554952199649932, tolerance: 1.78781875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.582521889262665, tolerance: 1.7875949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.779394216484263, tolerance: 1.9765487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.260230877328757, tolerance: 1.99169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.121396149251213, tolerance: 1.64224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.115641358054734, tolerance: 1.8561887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.24420149211676, tolerance: 1.60074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.64505388662732, tolerance: 1.77062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.024886937621961, tolerance: 2.071995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.760582373904352, tolerance: 2.07379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.552004882177286, tolerance: 1.71048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.155946868506248, tolerance: 1.7624887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.70219664674344, tolerance: 1.681475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.045683985398544, tolerance: 1.76389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.211291832927934, tolerance: 1.85869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.948852263064236, tolerance: 1.3682687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.375911481993127, tolerance: 1.632555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.68191158862304, tolerance: 1.9847949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.041101728719187, tolerance: 2.14543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.660829368583251, tolerance: 1.4425687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.92973428718558, tolerance: 1.6699550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.0182899768324, tolerance: 1.5897000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.103584826231504, tolerance: 1.6828200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.116811191202519, tolerance: 2.3670487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.6846366601277865, tolerance: 1.4952750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.776482815413923, tolerance: 1.89834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.285631051299033, tolerance: 2.02212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.350853095725896, tolerance: 1.659075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.564560653268938, tolerance: 1.76258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.105636813093955, tolerance: 1.8563
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.355790925972215, tolerance: 1.787155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.028514881160444, tolerance: 1.4640187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.514861246698363, tolerance: 2.13233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.042307689726236, tolerance: 1.84312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.210494699184181, tolerance: 1.818955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.49040576920124, tolerance: 1.7116987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.11824949108533, tolerance: 1.39689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.001411662669234, tolerance: 1.75203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.398136008884283, tolerance: 2.001595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.391082178945943, tolerance: 2.119075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.801379918814959, tolerance: 1.87224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.153350354824063, tolerance: 1.7372750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.115969276208858, tolerance: 1.7956887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.6114684061059, tolerance: 2.34101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.046934031375885, tolerance: 1.7241887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.62960464534304, tolerance: 1.9082750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.120915388300837, tolerance: 1.4995950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.07900651540789, tolerance: 1.86661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.420685051029082, tolerance: 1.85004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.133045717346027, tolerance: 1.8602799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.284070847780626, tolerance: 1.9967887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.070732586120602, tolerance: 1.8101800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.84680890458584, tolerance: 1.6830200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.586706767098512, tolerance: 1.6542687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.446105081084271, tolerance: 1.44958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.491249235749422, tolerance: 1.8385887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.528116741486528, tolerance: 1.62394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.565019532284321, tolerance: 1.9540887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.20450610482834, tolerance: 1.4345987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.152445739389625, tolerance: 1.6297887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.6609323054991, tolerance: 1.46736875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.238783731847786, tolerance: 1.70998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.21347011908987, tolerance: 1.631395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.805893838151487, tolerance: 1.20032
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.011492751311813, tolerance: 2.140275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.13689634986791, tolerance: 1.8017949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.14250255133401, tolerance: 1.5982750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.53097713592642, tolerance: 1.86768875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.283817381247845, tolerance: 1.8554887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.599550220339605, tolerance: 1.88946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.051238727968247, tolerance: 1.6796
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.997177026932158, tolerance: 1.6415487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.047320650102249, tolerance: 1.516875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.082281800308394, tolerance: 1.625355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.97192565000561, tolerance: 1.74899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.759705345824399, tolerance: 1.37659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.283771430021051, tolerance: 1.53258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.869621640580336, tolerance: 1.858475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.990285392019034, tolerance: 1.4828387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.867217301135293, tolerance: 1.9318887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.988466845357097, tolerance: 1.94939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.061971447949347, tolerance: 1.6528987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.9239307562977, tolerance: 2.3417387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.791200525590646, tolerance: 1.7992687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.616864177461228, tolerance: 1.8349949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.716111475534957, tolerance: 1.4734800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.179272296031257, tolerance: 1.72246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.990110595744074, tolerance: 2.10233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.61996143856816, tolerance: 1.9354887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.937333410434395, tolerance: 1.765355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.76628071274162, tolerance: 1.58048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.81378807731752, tolerance: 1.72508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.376609676303893, tolerance: 1.7211949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.268208515611438, tolerance: 1.194155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.307935817452346, tolerance: 1.7103487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.859673315261897, tolerance: 1.9976200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71962033267659, tolerance: 1.58851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.17457066659533, tolerance: 2.0971200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.845830111559405, tolerance: 1.73701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.29711087150207, tolerance: 1.69114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.96238011422293, tolerance: 1.7876487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.605431424041136, tolerance: 1.8120200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.95618012905918, tolerance: 2.0808387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.423469841987467, tolerance: 1.3596387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.646253910222534, tolerance: 2.0522750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.89851897399995, tolerance: 2.14272
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.963971082610477, tolerance: 1.73671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.017497801958342, tolerance: 1.77288875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.520595137303452, tolerance: 1.560155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.15642274519644, tolerance: 1.90194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18388553194846, tolerance: 1.884155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.64213585004228, tolerance: 1.87034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.311192333036654, tolerance: 2.2021687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.458534892845067, tolerance: 1.446755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.934364453267934, tolerance: 1.4562187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.713782772394234, tolerance: 1.6888887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72288368857855, tolerance: 1.80729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.749172392114545, tolerance: 2.049755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.14655029426072, tolerance: 1.8231987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.58770554480811, tolerance: 1.7357
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.96145021562592, tolerance: 2.18206875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.50168728333303, tolerance: 1.9922887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.29890393835877, tolerance: 2.01519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.467236445301296, tolerance: 1.6864799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.332946901209482, tolerance: 1.9245550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.80081660622051, tolerance: 1.78908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.003101427698514, tolerance: 1.908555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.759598640134183, tolerance: 1.79882
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.941641935042433, tolerance: 1.910355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.664234045366, tolerance: 1.76899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.804747621457143, tolerance: 1.7967549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.15098799907726, tolerance: 1.7907949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.810187530053863, tolerance: 1.591755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.495328067817502, tolerance: 2.02723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.22188155747437, tolerance: 1.76236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.399366179852482, tolerance: 2.1423200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39207594480176, tolerance: 1.514675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.6028954410133, tolerance: 1.83096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.966695649337858, tolerance: 1.62948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.83112116867725, tolerance: 1.82839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.59762836029314, tolerance: 1.4015549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.81670155197873, tolerance: 1.9029487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.328176529485823, tolerance: 2.025795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.231925650570503, tolerance: 1.8111949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.557653107487504, tolerance: 1.7483949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.85355193573277, tolerance: 1.5169487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.305346513091912, tolerance: 1.5314750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.273870642187354, tolerance: 1.49081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.296901820952883, tolerance: 1.30619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.40391389202638, tolerance: 1.43284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.306817909418342, tolerance: 1.27278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.540189717873147, tolerance: 1.7960387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.180685001505594, tolerance: 1.84039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.924463733936612, tolerance: 2.13901875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.753978762586113, tolerance: 1.3733
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.46163416746536, tolerance: 1.88979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.66802820911313, tolerance: 1.716475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.65872108087148, tolerance: 1.93556875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.9184240184341, tolerance: 2.3443199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.906923183242714, tolerance: 1.37772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.575862564824163, tolerance: 1.6553949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.072683135531733, tolerance: 1.7497200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.13341354994133, tolerance: 1.878355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.312225958063006, tolerance: 1.9942887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.350595740517015, tolerance: 1.8821687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.793907675528285, tolerance: 1.726275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.81183578783733, tolerance: 2.0145199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.827365826779324, tolerance: 2.2372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.319624862267638, tolerance: 1.5856487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.352342250477376, tolerance: 1.56219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.832007074121456, tolerance: 1.7864887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.234773018087804, tolerance: 1.96159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.73880352842213, tolerance: 1.80778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.438803382773624, tolerance: 1.78656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.769583758333006, tolerance: 2.30684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.144597453188087, tolerance: 2.21971875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.131111663307053, tolerance: 1.86609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.435769477946558, tolerance: 1.6707549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.22483928052332, tolerance: 1.75006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.657395033837112, tolerance: 2.101755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.464538633156767, tolerance: 1.81649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.80236751525288, tolerance: 1.70234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.31522327868421, tolerance: 1.59546875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.030661369066912, tolerance: 1.611755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.747854373177509, tolerance: 1.8333949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.317933903914906, tolerance: 1.66598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.638831834011352, tolerance: 1.6260387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.526209768178381, tolerance: 1.5887
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.439738054428657, tolerance: 1.969155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.344343908075174, tolerance: 2.03719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.50088700044754, tolerance: 1.8826
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.913502922404733, tolerance: 1.43634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.39486489440548, tolerance: 1.37981875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.25691483694223, tolerance: 1.28604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.907345979008216, tolerance: 1.8001200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.889320249687634, tolerance: 1.5574200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.546011437339951, tolerance: 1.6481200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.012245675366101, tolerance: 1.7415949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.491655582602714, tolerance: 1.7614687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.611307757382125, tolerance: 1.6446687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.992682132897876, tolerance: 1.42719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.4438405962211, tolerance: 1.746595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.83422529059026, tolerance: 1.582995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.399307663678236, tolerance: 1.78901875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.986644464332837, tolerance: 1.5579387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.358849252810298, tolerance: 1.73289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.451860982593503, tolerance: 1.332875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.320403619020421, tolerance: 1.832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.876861513052667, tolerance: 1.5194
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.301668836359891, tolerance: 1.534355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.23622348421641, tolerance: 2.08251875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.079579667715542, tolerance: 1.75859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.589430437697049, tolerance: 1.78744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.355021998836333, tolerance: 1.5977387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.639807847767472, tolerance: 1.426555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.70502063034168, tolerance: 1.465995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.925082270297235, tolerance: 2.0177187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.990994873956598, tolerance: 1.51042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.640140205459936, tolerance: 1.6257949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.607392922268, tolerance: 1.672755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37120426152292, tolerance: 1.8812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.74981991349357, tolerance: 1.48164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.997670722820772, tolerance: 1.62161875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.99504830420943, tolerance: 1.47999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.434099770105359, tolerance: 1.427675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.54554248682065, tolerance: 1.9506200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.15033625433622, tolerance: 1.5323187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.025540939660607, tolerance: 1.9076487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.744553575153084, tolerance: 1.80314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.580289945715885, tolerance: 1.40926875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.253356580467088, tolerance: 1.4631
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.367531738327873, tolerance: 1.51268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.046606754294043, tolerance: 1.350595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.162352464250485, tolerance: 1.48328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.405488936891153, tolerance: 1.463795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.70266632603507, tolerance: 1.3575387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.244551108012637, tolerance: 1.60979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.055072173420799, tolerance: 1.35208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.729902995621533, tolerance: 1.32949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.871545069970956, tolerance: 1.7260987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.407771487441728, tolerance: 1.30234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.440022561348218, tolerance: 1.5076687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.106671897700299, tolerance: 1.2446887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.213300893590999, tolerance: 1.4394887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.413813557315382, tolerance: 1.60819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.80143688822961, tolerance: 1.531155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.02606960406521, tolerance: 1.59408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.126957825966063, tolerance: 2.05008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.291719798594132, tolerance: 1.70629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.884002802554903, tolerance: 1.74858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.807114638789901, tolerance: 1.60129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.806694243324912, tolerance: 1.650555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.427252359327019, tolerance: 1.9284750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.391276702327328, tolerance: 1.56608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.144819221057299, tolerance: 1.4406887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.991422558372042, tolerance: 1.5888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.891145016761083, tolerance: 1.40409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.434972251686517, tolerance: 1.67001875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.461171753450202, tolerance: 1.78928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.364860335770505, tolerance: 1.6188200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.907877961464447, tolerance: 1.55378875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.379208353783401, tolerance: 1.35278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.55601341099378, tolerance: 1.58108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.25390894441707, tolerance: 2.1341550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.193753776932073, tolerance: 1.5622200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.958273145906457, tolerance: 1.28939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.85076089157957, tolerance: 1.35334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.573362024767285, tolerance: 1.59814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.520945357314657, tolerance: 1.9629549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.171636217645135, tolerance: 1.25218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.80989390937649, tolerance: 1.6849200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.3598447063987, tolerance: 1.91189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.805289841652849, tolerance: 1.574955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.430417615876506, tolerance: 1.51214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.426286991887405, tolerance: 1.3404387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.81695238028421, tolerance: 1.700595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.816049735650587, tolerance: 1.1950387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.010537265191466, tolerance: 1.601955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.975734041812963, tolerance: 1.720555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.019898607648235, tolerance: 2.126795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.652191800703623, tolerance: 1.74924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.696570701097343, tolerance: 1.9365
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.644594093238823, tolerance: 1.64018875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.09615974304601, tolerance: 1.97569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.91278945701189, tolerance: 1.5860750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.47172248100425, tolerance: 1.8627
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.890684740789187, tolerance: 1.5634200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.734038400093908, tolerance: 2.042155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.69274499540001, tolerance: 1.8637949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.409668474530848, tolerance: 1.7390200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.170551737827825, tolerance: 1.62389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.89127856915396, tolerance: 1.419395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.564915864291473, tolerance: 1.9293949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.745358310188806, tolerance: 1.84912
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.625714448659973, tolerance: 1.95691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.84368943056295, tolerance: 2.0844487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.919780058019326, tolerance: 1.5072387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.833964335450503, tolerance: 1.68259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.1564071372464, tolerance: 1.5304200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.822304541612041, tolerance: 1.9606799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.980322676293357, tolerance: 1.651555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.100331196404657, tolerance: 2.4451187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.10849136614501, tolerance: 1.7239187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.8963641001385, tolerance: 2.08453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.268798098969988, tolerance: 1.7868887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.956633393814258, tolerance: 1.62681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.82596153216337, tolerance: 1.7172987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.113080613300346, tolerance: 1.8695549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.163671903322385, tolerance: 2.0557549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.093212851223445, tolerance: 1.42299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.644620806517281, tolerance: 1.8280687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.42310749727042, tolerance: 1.7090750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.92983700961799, tolerance: 2.15186875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.897950578820993, tolerance: 1.5135387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.960527073703624, tolerance: 1.9435949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.848635814031539, tolerance: 1.54564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.945171289918864, tolerance: 1.4641887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.979993049437283, tolerance: 1.3324200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.096892530584505, tolerance: 1.5403949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.167267595670182, tolerance: 1.7535987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.799445052936512, tolerance: 2.0029987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.694210590757592, tolerance: 1.394675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.242163012577905, tolerance: 1.5670387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.34574300570328, tolerance: 1.4511950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.799442436700296, tolerance: 2.0814887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.45170077815682, tolerance: 1.91948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.678559631428758, tolerance: 2.00631875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.062947672259533, tolerance: 1.77328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.089946929056033, tolerance: 1.6605200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.973015366819077, tolerance: 1.8634887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.87110407864549, tolerance: 1.736795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.852479495389034, tolerance: 2.04371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.89842056269508, tolerance: 1.9285949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.278601932370243, tolerance: 1.51768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.065388306272222, tolerance: 1.9089949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.77780591208745, tolerance: 2.0983387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.490297654290055, tolerance: 1.4467387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.658628351629748, tolerance: 2.3883949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.62248880276266, tolerance: 2.17432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.735524399636994, tolerance: 1.88469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.127709534004524, tolerance: 2.0349199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.376884782608947, tolerance: 2.00842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.529707594795953, tolerance: 1.9997949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.98059850520356, tolerance: 1.3953949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.00859941808999, tolerance: 1.67163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.171964396876493, tolerance: 1.6267949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.783960361449665, tolerance: 2.0170387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.663625791962733, tolerance: 1.8017987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.053708504367833, tolerance: 2.1957
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.386319272684359, tolerance: 1.6156799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.86680928306953, tolerance: 2.1262387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.614293352052016, tolerance: 1.5750887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.013824737915712, tolerance: 1.9615
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.321657753910827, tolerance: 1.7922799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.872908405414023, tolerance: 2.05338875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.525091338318077, tolerance: 2.2238487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.73617130456278, tolerance: 2.002875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.288152364380316, tolerance: 2.023275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.52010459110236, tolerance: 2.11444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.026711872688345, tolerance: 1.7412750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.700892732226002, tolerance: 2.2470887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.544322607838712, tolerance: 2.0861387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.03879829094199, tolerance: 1.3857549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.266810208960717, tolerance: 1.788675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.877078598192714, tolerance: 1.7110987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.789626568178146, tolerance: 1.35999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.79849917106131, tolerance: 1.9553987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.503508318711319, tolerance: 1.584
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.465611894420014, tolerance: 1.901955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.310174894438255, tolerance: 1.7533687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.105385121490631, tolerance: 1.73608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.748002886523608, tolerance: 1.81238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.971403926760726, tolerance: 2.136075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.31432447778858, tolerance: 2.1384487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.186507349653247, tolerance: 1.9863487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46703953408613, tolerance: 1.669755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.33593756880526, tolerance: 1.9368750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.356760088845958, tolerance: 1.276955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.90432381587256, tolerance: 1.822275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.789750745155526, tolerance: 1.16848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.600453856925608, tolerance: 2.0936387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.75303078184181, tolerance: 1.93028875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.002355765283006, tolerance: 2.2055987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.001468124116407, tolerance: 1.75869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.290480551129313, tolerance: 1.5437387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.529463879212432, tolerance: 1.4969387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.22065068551016, tolerance: 1.73156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.390445361305385, tolerance: 2.30189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.422876468201295, tolerance: 1.783355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.544890066516057, tolerance: 2.24739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.12230392372204, tolerance: 1.7338200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.53395991379801, tolerance: 1.82141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.776410186729104, tolerance: 1.7379187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.013134639083315, tolerance: 1.7142000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.305146579302427, tolerance: 1.6895949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.460235732969533, tolerance: 1.69898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.129968740357626, tolerance: 1.9610887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.101311136340733, tolerance: 1.8983550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.368056163484304, tolerance: 1.646355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.834832467632324, tolerance: 1.915755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.989262696972922, tolerance: 2.03874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.37533022639392, tolerance: 1.83581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.47687201199607, tolerance: 2.23928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.398242852322984, tolerance: 1.93314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.76091949055059, tolerance: 2.4036487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.782423472711415, tolerance: 2.24603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.909479878940274, tolerance: 2.008755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.07006892597799, tolerance: 2.3236987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.769396213924285, tolerance: 1.5995387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.44862348480642, tolerance: 2.1181949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.745244036852768, tolerance: 2.19589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.65847364008858, tolerance: 1.6271187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.272232629432924, tolerance: 1.9238387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.853987975568927, tolerance: 1.58608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.860584868605287, tolerance: 1.66858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.109397318825582, tolerance: 2.009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.174249667087203, tolerance: 1.9520387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.91643545918395, tolerance: 2.1318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.99136853403359, tolerance: 1.91029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.162424778288784, tolerance: 1.8927549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.695438768214927, tolerance: 2.38446875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.389412716346342, tolerance: 2.0377
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.654102181142594, tolerance: 2.14859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.063167217969173, tolerance: 1.6629887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.36155075187809, tolerance: 1.9829200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.811974407134468, tolerance: 2.3141687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.742610475743113, tolerance: 1.77989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.998048881335603, tolerance: 2.0195887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.553617165622327, tolerance: 1.4932200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.678029924410588, tolerance: 1.7970887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.293374318144615, tolerance: 2.40698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.347224495446177, tolerance: 2.539075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.81155680065574, tolerance: 1.74848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.218821977947957, tolerance: 2.37172
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.60359595159864, tolerance: 1.9769887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.97937608567896, tolerance: 1.8958887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.526698868150824, tolerance: 2.4877949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6935228494244, tolerance: 1.92706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.69611192399882, tolerance: 2.076755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.587095563711948, tolerance: 1.8737487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.706936991014693, tolerance: 2.4288799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.336133849133166, tolerance: 1.8076387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.10716989484668, tolerance: 1.93034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.425391129429222, tolerance: 1.9348799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.37662259971642, tolerance: 1.9528887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.531257874667155, tolerance: 1.9802387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.917662583476982, tolerance: 2.2847987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.433692217484506, tolerance: 1.981475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.47837551517607, tolerance: 2.1170887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.71963206759729, tolerance: 1.318475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.854376692496214, tolerance: 2.0849550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.476240838506854, tolerance: 2.02648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.0233504959091, tolerance: 1.52276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.7915791450929, tolerance: 1.75586875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.927606202008207, tolerance: 1.76256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.909202335856413, tolerance: 2.3729987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.372862045529477, tolerance: 2.04798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.8950049064513, tolerance: 1.7482187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.81354898428239, tolerance: 1.7384387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.776770436131407, tolerance: 2.2493000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.83877105956216, tolerance: 2.04404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.599030093166146, tolerance: 1.7483950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.034323610833972, tolerance: 1.97689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.499851623099566, tolerance: 2.03008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.480020083639186, tolerance: 1.7242387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.678981390707293, tolerance: 1.962755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.43185755188158, tolerance: 1.9690987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.447779989740514, tolerance: 2.019195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.226615254685242, tolerance: 1.80321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.99046560353503, tolerance: 1.96172
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.36116355941575, tolerance: 2.119795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.816987579228766, tolerance: 1.6806487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.0017401749802, tolerance: 1.80519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.281333545969424, tolerance: 2.33418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.499352324964637, tolerance: 1.8966200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.580161273802528, tolerance: 1.99338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.923910440531806, tolerance: 1.9236987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.57715103544093, tolerance: 1.7091387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.064421815175994, tolerance: 2.0383
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.985401172070098, tolerance: 1.8273949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.213780147487405, tolerance: 1.8405549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.45232694443167, tolerance: 2.1089687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.368853864626395, tolerance: 1.714755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.141878670616876, tolerance: 2.32939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.737197778165918, tolerance: 2.03051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.779140504948625, tolerance: 2.10214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.426413097598886, tolerance: 1.975155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.41710165873226, tolerance: 1.9110987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.001151403573353, tolerance: 1.8774799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.490273859476467, tolerance: 1.9873550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.12582450145571, tolerance: 1.5940799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.893081486620815, tolerance: 1.5754799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.270630032541682, tolerance: 1.438595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.6558304754501, tolerance: 1.67754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.615002739871784, tolerance: 1.6528487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.011520181243473, tolerance: 1.8518987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.41664317906351, tolerance: 1.7818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.45772644856428, tolerance: 1.79044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.642755601273816, tolerance: 1.711355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.82589898480582, tolerance: 1.9450387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.326685502317222, tolerance: 1.34766875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.321656833392083, tolerance: 1.762275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.891542242537595, tolerance: 1.2951949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.428909075714095, tolerance: 1.7189
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.0050606815324, tolerance: 1.4839387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.878986512089124, tolerance: 1.9391
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.345330484547343, tolerance: 1.4914687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.681591636023107, tolerance: 1.770275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.580366102662943, tolerance: 1.7913887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.433380265866345, tolerance: 1.6763800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.656985214988154, tolerance: 1.80082
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.340691021857005, tolerance: 1.9840200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.673675239346437, tolerance: 1.99406875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.08019728388319, tolerance: 1.53129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.562806472031514, tolerance: 1.4862187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.299178714853646, tolerance: 1.395195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.170518740062708, tolerance: 1.9355187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.32036834423473, tolerance: 1.47973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.240662059249686, tolerance: 1.6186
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.63102699005296, tolerance: 1.50082
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.61798955376858, tolerance: 1.633395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.51222428938916, tolerance: 1.6908200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.698834366739092, tolerance: 1.846755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.793962119849525, tolerance: 1.7923487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.907929113766073, tolerance: 2.013355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.533317024991895, tolerance: 2.2876987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.907318443971924, tolerance: 1.7794887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.120689045691378, tolerance: 1.60061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.731828864013252, tolerance: 1.2674200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.74752681009897, tolerance: 1.71416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.452286984286495, tolerance: 1.9821949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.00525161438292, tolerance: 1.53312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.4595526857372, tolerance: 1.542955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.217659231192654, tolerance: 1.30492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.762100467929834, tolerance: 2.017675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.963591509990803, tolerance: 1.51959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.499036784023854, tolerance: 1.5576200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.776351266950968, tolerance: 1.30712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.00714882316004, tolerance: 1.97594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.063518633609968, tolerance: 2.02303875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.79377325563268, tolerance: 1.8043387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.212492484563207, tolerance: 2.0775949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.112172349265343, tolerance: 1.76758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71901918924125, tolerance: 1.681555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.19038026287501, tolerance: 1.8441950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.390359109823525, tolerance: 2.3625549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.359416784993838, tolerance: 1.4312200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.933026255695733, tolerance: 1.61512
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.609850918800433, tolerance: 1.60448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.618703114114684, tolerance: 2.2392000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.051514293416794, tolerance: 1.6650887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.76537621134804, tolerance: 2.0663
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.423999098414235, tolerance: 1.6058887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.50030395461805, tolerance: 1.59219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.453353275056493, tolerance: 1.5712000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.96467230690203, tolerance: 1.9091950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.03895491938272, tolerance: 1.5368387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.598335021066514, tolerance: 2.0593550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.84744582577848, tolerance: 1.63614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.640466743363838, tolerance: 1.774795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.708258642733142, tolerance: 1.5084
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.43460995622501, tolerance: 1.6335000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.045339351457084, tolerance: 1.84058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.96218165557249, tolerance: 1.5276750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.33852460252696, tolerance: 1.51758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.889857962462653, tolerance: 1.72
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.177203235285816, tolerance: 1.59421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.386120054105827, tolerance: 1.8425199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.669095122000968, tolerance: 1.6472
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.138892938297168, tolerance: 1.60326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.876093643447966, tolerance: 1.8615949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.448283332450313, tolerance: 1.44319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.069690160174677, tolerance: 1.8468200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.019852636617614, tolerance: 1.9896387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.15673640980048, tolerance: 1.5918200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.02482473133035, tolerance: 1.3449887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.64467159848009, tolerance: 1.69308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.19855698316359, tolerance: 2.15616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.761125586024477, tolerance: 1.4842187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.168948495951245, tolerance: 1.422355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.445596725833898, tolerance: 2.1209949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.748459569578948, tolerance: 1.8074887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.44875703335767, tolerance: 2.32463875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.26616113360591, tolerance: 1.86323875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.573600224023306, tolerance: 1.858355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.358646757011538, tolerance: 2.1411000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.504281362844914, tolerance: 2.07219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.639995094460216, tolerance: 1.9218000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.246971820504648, tolerance: 1.7013800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.122855279651798, tolerance: 1.84188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.4558003375409, tolerance: 1.92441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.06877955161834, tolerance: 2.17876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.076555029863986, tolerance: 2.04664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.40671760017591, tolerance: 2.26138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.59411625077401, tolerance: 2.2137949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.846675936955343, tolerance: 2.017795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.033443498988646, tolerance: 1.8575949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.312143041764067, tolerance: 1.917675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.932248244876604, tolerance: 1.959555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.21266961800997, tolerance: 2.014995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.20766867326012, tolerance: 1.78991875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.430127050403755, tolerance: 1.865595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.627505682662658, tolerance: 1.7996987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.4328886446179, tolerance: 2.241275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.23456298320915, tolerance: 2.321555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.1374620328891, tolerance: 1.8928387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.87575748360808, tolerance: 2.1662887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.508295572236182, tolerance: 2.0347387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.4007701382439, tolerance: 2.13548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.395146402939053, tolerance: 2.2324200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.243645355974298, tolerance: 1.5661200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.804906273713687, tolerance: 2.2422487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38888804352912, tolerance: 2.00161875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.645092527685332, tolerance: 1.8257487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.372264988929746, tolerance: 1.8986
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.83624394008646, tolerance: 2.2398487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.578119834570714, tolerance: 2.08694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.209751605978585, tolerance: 1.63653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.200650914830277, tolerance: 1.8290187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.800985660845818, tolerance: 2.1567387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.568980721863017, tolerance: 1.93206875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.643053597429923, tolerance: 2.08372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.733554339200964, tolerance: 2.0854987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.101395554103572, tolerance: 1.6518987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.623103114746762, tolerance: 1.98321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.547563830645885, tolerance: 1.55111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.340818862233355, tolerance: 1.662755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.145075613379824, tolerance: 2.107155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.193809675577807, tolerance: 2.26369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.91085286836686, tolerance: 2.121555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.114124322201327, tolerance: 2.07839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.46419233976856, tolerance: 1.9000750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.157092715664724, tolerance: 2.188675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.91255212597009, tolerance: 1.7534887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.596249080854196, tolerance: 2.1016
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.464839396442866, tolerance: 1.9485200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.23779555210423, tolerance: 1.50424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.703675677563915, tolerance: 1.8601550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.622114628995558, tolerance: 2.0055
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.291848826708232, tolerance: 2.1072200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.065667666973972, tolerance: 2.02228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.133390453245532, tolerance: 2.0014887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.3474755534382, tolerance: 1.8017387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.73210862473602, tolerance: 2.21528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.296053940201794, tolerance: 1.8889949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.145258895374194, tolerance: 1.8800200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.019718934886956, tolerance: 1.9503200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.074001919426795, tolerance: 2.0403387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.34024552508236, tolerance: 1.81499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.126646873870573, tolerance: 1.75618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.871801283246747, tolerance: 2.242555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.35199775729524, tolerance: 1.9268987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.107339838182046, tolerance: 2.0609687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.982993455284017, tolerance: 1.75062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.943231345524307, tolerance: 1.9967800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.849899590832141, tolerance: 2.3790987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.291905183152803, tolerance: 2.0841950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.89707946148834, tolerance: 2.2352799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.327311920811866, tolerance: 1.84814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.990571044873075, tolerance: 1.91988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.388081584755433, tolerance: 1.8089887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.097121711071663, tolerance: 1.813155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.29519347821147, tolerance: 2.2712387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.497327060334786, tolerance: 1.9262387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.340629954854107, tolerance: 1.5621200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.384808570491103, tolerance: 1.78102
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.05520238052314, tolerance: 1.3598887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.45500723626446, tolerance: 2.07772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.388086878519047, tolerance: 2.046275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.142209213704938, tolerance: 1.8339387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.540929767073337, tolerance: 1.88881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.210969545158257, tolerance: 2.0508487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.487097328789805, tolerance: 1.7385387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.57716757454335, tolerance: 1.9935687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.74203510552707, tolerance: 1.8895487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.22969495554206, tolerance: 1.73019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.116735583022546, tolerance: 1.81654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.749595273453815, tolerance: 1.8181
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.832323308952365, tolerance: 2.02689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.40500304862559, tolerance: 1.45194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.463184431583105, tolerance: 2.03173875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40361478733682, tolerance: 1.728555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.503802866829126, tolerance: 2.04981875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.853269189805475, tolerance: 1.48479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.606760759915584, tolerance: 1.9799549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.349749133987041, tolerance: 1.9263387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.2228085104976, tolerance: 1.9974750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.913698088844228, tolerance: 2.0887000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.774525611576914, tolerance: 2.4058200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.616667005029015, tolerance: 1.742595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.772415777556763, tolerance: 2.0827487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.731862899906854, tolerance: 2.13108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.667155180830497, tolerance: 2.0208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.950612444974265, tolerance: 1.92353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.29228797640245, tolerance: 1.8001987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.046613554415305, tolerance: 1.6299550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.601513550844047, tolerance: 1.9807487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.404282322363816, tolerance: 1.74719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.992931840935125, tolerance: 1.8225949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.497083682690164, tolerance: 2.26919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.430666079460128, tolerance: 1.94389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.06823140638841, tolerance: 1.6187950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.707186188100888, tolerance: 1.8771200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.884612771571398, tolerance: 2.15473875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.03493930495484, tolerance: 2.266795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.516165274637334, tolerance: 2.03544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.705741145279596, tolerance: 2.08188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.826050679871427, tolerance: 1.48098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.450435449848367, tolerance: 1.7593387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.52381902359933, tolerance: 1.78434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.01207967909046, tolerance: 1.72389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.092636482254406, tolerance: 1.97622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.41669845650324, tolerance: 1.522595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.113795494982188, tolerance: 1.7988187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.438373318938382, tolerance: 1.95979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.125602330314955, tolerance: 1.82066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.8796068287175, tolerance: 2.02238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.70807870545164, tolerance: 1.9607949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.182587285904816, tolerance: 2.1579949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.213777466644864, tolerance: 1.8385949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.765124208206043, tolerance: 1.9697949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.070661711513278, tolerance: 2.38068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.860764386275214, tolerance: 1.8546
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.82644419213647, tolerance: 2.14894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.735985188690915, tolerance: 2.100195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.4340486410642, tolerance: 1.9433487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.89132786809158, tolerance: 2.2981550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.667380128959785, tolerance: 2.11363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.4866972935999, tolerance: 2.07671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.201052368445254, tolerance: 1.70861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.975516108265758, tolerance: 2.06946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.242870213220016, tolerance: 1.633995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.308922065550036, tolerance: 2.09438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.526888594302754, tolerance: 1.86474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.57267423633267, tolerance: 2.111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.410125174614166, tolerance: 2.12538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.250653890897205, tolerance: 1.8439949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.517134705760505, tolerance: 1.97432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.00326967847583, tolerance: 1.6149950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.293594538724545, tolerance: 2.1151387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.6975923373498, tolerance: 1.96841875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.917859844563338, tolerance: 1.9589549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.60788256652427, tolerance: 2.3506887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.25314714269622, tolerance: 2.1664887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.972544513815619, tolerance: 2.1587
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.869141980999434, tolerance: 1.8717550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.234794533416267, tolerance: 2.07903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.93137305093034, tolerance: 2.4433949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.796156077764586, tolerance: 2.16189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.882834929128673, tolerance: 1.740275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.967224602219677, tolerance: 1.7691949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.124835352069802, tolerance: 1.46698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.33158999743263, tolerance: 1.61791875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.0823210923487, tolerance: 2.3446000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.78400990120855, tolerance: 1.7444987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.768254750268174, tolerance: 1.9932887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.666290569937608, tolerance: 1.646955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.127432361142212, tolerance: 1.5301200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.609237671909526, tolerance: 1.45548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.74582160535272, tolerance: 1.68182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.320161217395288, tolerance: 2.33954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.042302727662047, tolerance: 1.76889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.286911849121234, tolerance: 2.02209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.778137313796258, tolerance: 2.00058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.388012272570634, tolerance: 1.8111949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.72781417246957, tolerance: 2.1568750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.42800170754075, tolerance: 2.5246799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.087502368977653, tolerance: 2.22748875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.066467948601222, tolerance: 2.22273875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.426415189061904, tolerance: 1.99268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.006077333388387, tolerance: 1.98369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.015622315378929, tolerance: 1.4794887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.562643386348153, tolerance: 2.01232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.073224876497903, tolerance: 1.824155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31682787505547, tolerance: 1.75868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.050064808847218, tolerance: 1.77246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.582019432768053, tolerance: 1.9787387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.15075164758717, tolerance: 1.98632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.535133482551405, tolerance: 1.7916687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.272751041711595, tolerance: 1.55408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.617403008736126, tolerance: 1.67802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.676223768830315, tolerance: 2.09069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.088691770573547, tolerance: 2.1462887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.35465400482535, tolerance: 2.2686687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.15198364924604, tolerance: 2.0233887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.195506159152348, tolerance: 1.6573549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.789451807023953, tolerance: 1.96259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.59697806873456, tolerance: 2.14888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.250185716124104, tolerance: 2.1397549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.339720245750048, tolerance: 2.2139949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.34175287858892, tolerance: 2.29788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.150984569224924, tolerance: 1.6102387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.050122046914495, tolerance: 2.6730387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.986854708768803, tolerance: 1.89543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.71448861389233, tolerance: 1.98361875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.98212979127928, tolerance: 1.9460887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.73614276350656, tolerance: 1.7627550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.868222970486425, tolerance: 2.3415199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.287611663514955, tolerance: 1.97628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.921710064650096, tolerance: 2.12422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.587479658238877, tolerance: 2.31391875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.104210928709906, tolerance: 2.5940987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17455426648813, tolerance: 2.2215200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.67848956668701, tolerance: 1.830275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.97950556587742, tolerance: 2.10158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.025700666541596, tolerance: 2.0907887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.724338081745106, tolerance: 1.98754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.996323416763293, tolerance: 2.2288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.955226050953343, tolerance: 1.7313
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.9959703623488, tolerance: 1.65429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.058292463202793, tolerance: 2.8184987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.955945640631036, tolerance: 1.77408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.924142352434153, tolerance: 1.98783875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.493580315512077, tolerance: 2.3619387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.27287449694417, tolerance: 2.32192
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.815713473615986, tolerance: 2.2276000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.78719069497734, tolerance: 2.40491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.02573501134467, tolerance: 2.28088875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.863713906269975, tolerance: 2.223195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.94121153908977, tolerance: 2.530995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.11797893115554, tolerance: 2.20348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.864274075537903, tolerance: 1.9955549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.914638331335457, tolerance: 2.15389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.870994502600063, tolerance: 2.1895387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.79067613146594, tolerance: 2.34523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.524919609994335, tolerance: 2.21802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.037723365480623, tolerance: 2.21018875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.795548356471333, tolerance: 2.42888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.245403800768663, tolerance: 2.27713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.757125961641094, tolerance: 2.487275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.446273880456832, tolerance: 1.9549949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.81394112694131, tolerance: 2.348395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94492932920917, tolerance: 1.98688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.398264428650474, tolerance: 2.27861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.878937319532902, tolerance: 2.1842487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.508764616195712, tolerance: 2.1167000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.06104956573323, tolerance: 1.7762387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.110812236285966, tolerance: 2.2222799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.17779268484939, tolerance: 2.499595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.956911309203697, tolerance: 2.3395949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.909363666631013, tolerance: 1.8541550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.111651534331873, tolerance: 2.0811687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.783972064148447, tolerance: 1.7159187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.05011198040705, tolerance: 1.63778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.205919731089164, tolerance: 2.2089487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.74517831085237, tolerance: 1.8651550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.774068364580543, tolerance: 1.8495949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.497793056757061, tolerance: 2.10002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.41176331942085, tolerance: 2.0790687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.45746790114071, tolerance: 2.4799987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.48519534920808, tolerance: 2.4640887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.990338432642954, tolerance: 2.07041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.168326173584923, tolerance: 2.150755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.706390642549625, tolerance: 2.532195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.714488895829835, tolerance: 1.78761875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.416196386423984, tolerance: 2.108155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.414991648693015, tolerance: 2.2093200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.45055566998573, tolerance: 2.057155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1023939932048, tolerance: 1.77978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.563737600035193, tolerance: 2.62569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.72575524926641, tolerance: 2.50092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.865994919082016, tolerance: 2.27823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.102570410560254, tolerance: 2.50714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.82894194067876, tolerance: 1.9491949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.037129517345072, tolerance: 1.87584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.07740062308286, tolerance: 2.6683387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.168509821718015, tolerance: 2.153555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.723389255344582, tolerance: 1.6101387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97288227961944, tolerance: 2.0562487499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.963854458492214, tolerance: 2.176395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.908220244515505, tolerance: 2.50213875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.70433898680523, tolerance: 2.00449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.446212685243136, tolerance: 2.4317200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.425908474591218, tolerance: 2.1569987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.67954821431897, tolerance: 2.18951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.55358001132968, tolerance: 2.14399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.66325070839797, tolerance: 2.209155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.437853447756172, tolerance: 1.9887887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.839726155624064, tolerance: 1.8704200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.082186410226495, tolerance: 2.0712387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.22992794945187, tolerance: 2.1919487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.30561349789681, tolerance: 2.1438887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.43709326654271, tolerance: 1.98786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.22326954289207, tolerance: 2.2387550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.78103115848091, tolerance: 1.8625549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.60507453597329, tolerance: 1.75958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.804087307798333, tolerance: 1.768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.242561685778128, tolerance: 1.8748887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.71915951120972, tolerance: 1.37589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.734339961720373, tolerance: 1.6875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.30848363945657, tolerance: 1.63168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.701694445296535, tolerance: 2.005595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.093800672872675, tolerance: 1.2967950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.220591815364905, tolerance: 1.69539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.355467792151869, tolerance: 1.59818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.129455942203407, tolerance: 2.21011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.959521821332533, tolerance: 1.70059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.909882326922773, tolerance: 1.34474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.79961837814948, tolerance: 1.8901887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.912118448975157, tolerance: 1.66449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.051816756171572, tolerance: 1.6329550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.815340520412313, tolerance: 1.6407199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.157849987601303, tolerance: 1.74029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.196491607917068, tolerance: 1.7080187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.564129372985622, tolerance: 1.95928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.900209954016656, tolerance: 1.3402387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.00473181723189, tolerance: 1.5814750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.489046445250837, tolerance: 1.538355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.344747793124323, tolerance: 1.7867187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.187856242863646, tolerance: 2.029155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.925856281938035, tolerance: 1.53131875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.904183997368314, tolerance: 1.9189887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.237293473243575, tolerance: 1.4563387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.65180872521567, tolerance: 1.9867687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.83162389397156, tolerance: 1.9020387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.097467606488163, tolerance: 2.0819
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.26547045807782, tolerance: 1.7260887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.849276112133172, tolerance: 1.6149950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.628947052010176, tolerance: 1.82371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.091805920422907, tolerance: 1.595795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.46026053333163, tolerance: 1.9039199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.79949327082139, tolerance: 1.6473949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.585895768970104, tolerance: 1.5715549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.902435533342846, tolerance: 1.6164200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.876334321912552, tolerance: 2.179595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.74445241317991, tolerance: 1.9709550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.38009578058353, tolerance: 1.8639387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.106106783732226, tolerance: 1.81798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.90617048204456, tolerance: 1.7321949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.850992645949653, tolerance: 1.7630887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.821859831175214, tolerance: 1.7973487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.15220217231759, tolerance: 2.0241687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.75618485630932, tolerance: 1.8459549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.367574214288116, tolerance: 1.5087987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.569317457925042, tolerance: 1.70088875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.432005007672316, tolerance: 1.7554387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.480110819287848, tolerance: 1.9077887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.345197079167784, tolerance: 1.87391875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.710433746334537, tolerance: 2.064555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.816762205314298, tolerance: 1.86609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.787987558097022, tolerance: 2.120755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.58473750333958, tolerance: 1.795595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.74795332960341, tolerance: 1.743155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.460754370986262, tolerance: 1.6838187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46025462005501, tolerance: 1.482355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.843646329851097, tolerance: 1.93938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.328403082186231, tolerance: 1.8086887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.645156806439264, tolerance: 1.83339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.411144216029264, tolerance: 1.7671887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.137131336092514, tolerance: 1.53288875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11726410564664, tolerance: 1.64638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.48216964202418, tolerance: 1.523555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.311963328681646, tolerance: 1.46651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.837083348768964, tolerance: 1.9732387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.10788772224865, tolerance: 1.7425387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.877795442517716, tolerance: 1.8290387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.885951259500587, tolerance: 1.6289949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.412831383069467, tolerance: 1.93149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.329020229173501, tolerance: 1.689155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.46209592798787, tolerance: 1.76694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.551612507900828, tolerance: 1.54804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.23245905588022, tolerance: 1.4833200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.86784783652667, tolerance: 1.9443949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.652147872193463, tolerance: 2.052355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.179239466359927, tolerance: 1.6592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.50052797585849, tolerance: 1.68421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.890078611062744, tolerance: 2.1408200000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.204146772961977, tolerance: 1.65628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.81140209565879, tolerance: 1.58298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.48410905127206, tolerance: 1.8518887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.760780541502353, tolerance: 1.67622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.275840142771084, tolerance: 1.8182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.241346069384868, tolerance: 1.79918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.01249606870557, tolerance: 1.6042987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.762344971545193, tolerance: 1.5803387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.14759551469117, tolerance: 2.027275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.572463304878495, tolerance: 1.40618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.00545363450151, tolerance: 1.77024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.554497036873272, tolerance: 1.9307387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.33400096052364, tolerance: 1.614355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.68515690978176, tolerance: 1.68179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.681632991169003, tolerance: 1.7808987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.354980737700538, tolerance: 2.5565949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.151855022407469, tolerance: 1.501155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.870619181135023, tolerance: 1.7845199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.653629960468777, tolerance: 1.6102750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.807362689814678, tolerance: 1.8453950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.027031370449981, tolerance: 1.5369187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.316607585224176, tolerance: 1.54161875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.733036350883353, tolerance: 1.623075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.67338293925296, tolerance: 1.7713949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.790546110618571, tolerance: 1.34864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.562559742986323, tolerance: 1.551555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.89322139414267, tolerance: 1.69758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.30493701844361, tolerance: 1.6383887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.58156306044599, tolerance: 1.6198387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.006652887997532, tolerance: 1.5217387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.76292170466209, tolerance: 1.6142987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.380192259406634, tolerance: 1.41889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.953559455070167, tolerance: 1.49919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8189984069165, tolerance: 1.65049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.383791123498057, tolerance: 1.928555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.434778112446942, tolerance: 1.66094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.64180270028283, tolerance: 1.6079387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.168265125964986, tolerance: 1.7053949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.231625525519345, tolerance: 1.604675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.61571430709287, tolerance: 1.389595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.133264490879874, tolerance: 1.5444887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.80673031178551, tolerance: 1.7585987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.33914132836765, tolerance: 1.54138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.839307586510007, tolerance: 1.52484875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.404866088356421, tolerance: 1.178955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.442990374157867, tolerance: 1.7299187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.844678367159874, tolerance: 1.6923487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.31861217083871, tolerance: 1.6324687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.57908697838329, tolerance: 1.5077
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.341512509391242, tolerance: 1.287355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.3804029596707, tolerance: 1.62576875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.59111958657232, tolerance: 1.8791949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.693881765021695, tolerance: 1.4515
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.868310674475048, tolerance: 1.8155387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.273727651226036, tolerance: 1.6470200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.57961153599081, tolerance: 2.028555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.595026206980016, tolerance: 1.26678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.325527554272515, tolerance: 1.50239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.476965498579283, tolerance: 1.4348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.918004946738673, tolerance: 1.4091887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.85378511107739, tolerance: 1.86976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.913350917795713, tolerance: 1.44654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.131801639869714, tolerance: 1.671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.371263120283523, tolerance: 1.733755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.774094380584735, tolerance: 1.43973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.485935962416836, tolerance: 1.68394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.7684263228097, tolerance: 1.5976487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.102785590093596, tolerance: 1.3911
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.359609605239598, tolerance: 2.272355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.374769270665617, tolerance: 1.8968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.284880492684657, tolerance: 1.49919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.524449371619085, tolerance: 1.41489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.817145312262554, tolerance: 1.8642687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.374275058242883, tolerance: 1.327155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.720501562452611, tolerance: 1.5943200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.413570276563673, tolerance: 1.53884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.664641432761579, tolerance: 1.61674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.803585370910545, tolerance: 1.5209000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.48219273196763, tolerance: 1.7901887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.28236433112886, tolerance: 1.3661
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.578119599870686, tolerance: 1.5294200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.028715859481178, tolerance: 1.6831
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.508944584052005, tolerance: 1.5509887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.280364787176797, tolerance: 1.6512387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.03775739913536, tolerance: 1.625595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.855448190103846, tolerance: 1.56194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.234555876712552, tolerance: 1.4372200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.88244898319173, tolerance: 1.40343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.67654482329825, tolerance: 1.7916
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.756869489539783, tolerance: 1.7783549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.90279703844045, tolerance: 1.612955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.251347745514312, tolerance: 1.868155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.952334668888984, tolerance: 1.6603949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.022312077777325, tolerance: 1.8098987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.477430217962596, tolerance: 1.50842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.137819838968493, tolerance: 1.4297887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.620741575650095, tolerance: 1.702355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.300342983924127, tolerance: 1.4729387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.122724904394012, tolerance: 1.55369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.437177405803, tolerance: 1.486195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.278742791155052, tolerance: 1.3847487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.551363753231843, tolerance: 1.67368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.258008826486412, tolerance: 1.788995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.358617923751147, tolerance: 1.4854200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.134143077696567, tolerance: 1.62068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.037278815626607, tolerance: 1.5210987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.11863570937091, tolerance: 1.4758887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.308649183628273, tolerance: 2.03682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.5020076901033, tolerance: 1.49414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.43993505487483, tolerance: 1.46666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.131236364055924, tolerance: 1.2611949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.339005122645446, tolerance: 1.75884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.703311319372737, tolerance: 1.6585687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.066668451849575, tolerance: 1.62308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.080983385085478, tolerance: 1.55949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.991640508192507, tolerance: 1.7501487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.27827803996471, tolerance: 1.448355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.101312982877573, tolerance: 1.38688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.868275944898436, tolerance: 1.5392887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.661324072891677, tolerance: 1.68638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.388395530274332, tolerance: 1.50008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.457170224521894, tolerance: 1.8839550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.36376495027073, tolerance: 1.4697949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.726376997457056, tolerance: 2.05424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.14979912678321, tolerance: 1.70854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.995932486857615, tolerance: 1.7873887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.56808822658372, tolerance: 2.42128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.52152869376164, tolerance: 2.14439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.994802989535653, tolerance: 2.30144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.302423070582062, tolerance: 1.50491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.879686926844283, tolerance: 2.1119550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.50479147993678, tolerance: 2.465875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.486911809870396, tolerance: 1.59861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.27177214481765, tolerance: 1.9779949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.225443061605418, tolerance: 1.71842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.335388592932784, tolerance: 1.45229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.907627115909275, tolerance: 2.26309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.775083118514846, tolerance: 1.7621949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.461611204715883, tolerance: 2.28058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.211370894262568, tolerance: 1.7068887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.553931350255162, tolerance: 1.94724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.92632523334851, tolerance: 1.9221200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.265209394273743, tolerance: 1.6952487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.3071268760959, tolerance: 1.810675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.716886539805245, tolerance: 2.024955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.056898096871336, tolerance: 1.9273887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.606786115593067, tolerance: 2.052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.224099250653463, tolerance: 1.66204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.259157661911587, tolerance: 1.9929199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.658085066386747, tolerance: 2.47302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.800102204774678, tolerance: 1.6786200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.040156262020602, tolerance: 1.9640000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.14364728848554, tolerance: 2.0289949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.698804656449397, tolerance: 1.9861887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.745577409850412, tolerance: 2.25713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.882507639247063, tolerance: 1.78351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.559273938446747, tolerance: 1.6004887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.424254105442284, tolerance: 1.6907199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.880048269505426, tolerance: 2.006275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.115847230949242, tolerance: 2.3546987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.350847122060724, tolerance: 1.7792200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.50054878120278, tolerance: 1.7573387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.791608377724659, tolerance: 1.8058200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.553591431464575, tolerance: 1.80969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.986898718402877, tolerance: 2.37392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.949568823004206, tolerance: 1.9747949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.962582489850963, tolerance: 2.506355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.323484580853993, tolerance: 2.0959487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.09803361754203, tolerance: 1.57008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.23367304606558, tolerance: 2.0002387500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.638957620447673, tolerance: 2.15528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.88488502152142, tolerance: 1.652195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.285764978604618, tolerance: 1.9341549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.72495314269433, tolerance: 2.00223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.956957481747645, tolerance: 2.018475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.768656956711094, tolerance: 1.909475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.272249027296501, tolerance: 1.60588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.928696830139074, tolerance: 2.0181549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.238585286867707, tolerance: 1.581195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.517928232626065, tolerance: 1.352555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.572440704259565, tolerance: 1.8939387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.671989200540438, tolerance: 2.14562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.900971393604742, tolerance: 1.8433487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.928791871289313, tolerance: 2.2341987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.857534085701722, tolerance: 1.5559549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.114489217707638, tolerance: 1.7512750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.44681939310304, tolerance: 1.88851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.589103382907755, tolerance: 2.2276687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.430634083125096, tolerance: 1.6865487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.45005648441234, tolerance: 1.98796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.577317678435904, tolerance: 1.61172
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.348247672132832, tolerance: 2.366555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.783150817120138, tolerance: 1.9710200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.44912138924376, tolerance: 2.17216875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.39293935776061, tolerance: 1.9915987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.945493414430665, tolerance: 1.8508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.826181104500197, tolerance: 2.030275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.340907619303668, tolerance: 2.0456000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.54522043014068, tolerance: 2.01008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.114624955470116, tolerance: 1.485955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.184303962919177, tolerance: 1.781755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.973747096463292, tolerance: 1.34548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.796854348398504, tolerance: 1.841355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.834979380858265, tolerance: 1.9557549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.706611038939194, tolerance: 1.9001887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.828651889970253, tolerance: 1.7537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.484837384016462, tolerance: 1.9985199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.320753926153508, tolerance: 2.15643875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.027111528028914, tolerance: 2.187395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.227964147550328, tolerance: 2.2831550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.742968582073686, tolerance: 1.7284799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.675320422505568, tolerance: 2.25352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.54637226135367, tolerance: 2.04038875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.35433494170951, tolerance: 2.09939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.233551220801044, tolerance: 2.29328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.174056002185324, tolerance: 2.45813875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.582690085713923, tolerance: 1.6659000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.450388035423185, tolerance: 2.221755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.302254712343906, tolerance: 1.9533199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.455954251327714, tolerance: 2.0756200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.927048458188732, tolerance: 1.6117000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.078415537408617, tolerance: 2.07188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.037003761469641, tolerance: 1.8331487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.900130507190816, tolerance: 1.62789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.898467346919734, tolerance: 2.0102487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.951574706454618, tolerance: 1.33698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.512868786921615, tolerance: 1.39691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.255105509891727, tolerance: 2.0550200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.655270053821582, tolerance: 2.1433800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.571166591484738, tolerance: 2.00398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.738513412575937, tolerance: 1.9976
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.665893855065104, tolerance: 1.86906875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.872029208846133, tolerance: 1.8000200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.634416195668233, tolerance: 1.92641875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.986039244133714, tolerance: 2.03358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.686721735693332, tolerance: 1.84428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.281662386938834, tolerance: 1.95206875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.157659104342832, tolerance: 1.9415887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.950696654273866, tolerance: 1.7817387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.470827323120815, tolerance: 1.85174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.89117840375151, tolerance: 1.9559949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.225289469728436, tolerance: 2.118595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.036232936125703, tolerance: 1.596595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.50313939583034, tolerance: 1.6131
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.138544904667484, tolerance: 2.0871387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.85471489149173, tolerance: 2.15104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.863427695760173, tolerance: 1.818955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.555981452396324, tolerance: 2.4058487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.961025898484879, tolerance: 1.84408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.41621131705551, tolerance: 1.8328387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.249282074774335, tolerance: 1.90919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.499140678676124, tolerance: 1.9710887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56780057493919, tolerance: 1.9142750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.954802574757355, tolerance: 1.77682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.789997291169682, tolerance: 1.72609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.124165822975698, tolerance: 2.2166200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.130448606824128, tolerance: 1.69851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.192250412853793, tolerance: 1.80374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.407865953202615, tolerance: 2.131275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.603360071522005, tolerance: 2.2527
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.019575525726577, tolerance: 2.46311875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.24684441335676, tolerance: 1.8238750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.08350347321753, tolerance: 1.95746875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.020799316911152, tolerance: 2.4800750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.424170704666022, tolerance: 1.80658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.956603707256361, tolerance: 1.61163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.432113324791853, tolerance: 1.65733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.41101876582056, tolerance: 1.9951987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.047744342274065, tolerance: 1.6964200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.349847868900873, tolerance: 1.584155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.70688714498624, tolerance: 2.3787687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.147662623103837, tolerance: 1.61468875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.227661202699807, tolerance: 2.00312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.13459757577732, tolerance: 2.203675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.10580103465844, tolerance: 2.018395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.611945372819275, tolerance: 2.13022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.985445902793373, tolerance: 1.6162750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.957081671697324, tolerance: 1.9837949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.352958906712473, tolerance: 2.47318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.75608552484486, tolerance: 2.2299687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.719133816351356, tolerance: 1.8207549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.675555781562435, tolerance: 1.7804
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.601160049093156, tolerance: 1.98789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.081443851760149, tolerance: 2.2935800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.250992587236983, tolerance: 2.44718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.13880754722517, tolerance: 1.7714987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.785140691368266, tolerance: 1.81092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.015253522247983, tolerance: 1.6840000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.240987530570989, tolerance: 2.1623550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.966730949226243, tolerance: 2.270955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.669306326611471, tolerance: 1.8697200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.256780736039381, tolerance: 1.49619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.674331786237644, tolerance: 1.87914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.69280390427692, tolerance: 1.87712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.68055796245834, tolerance: 1.79904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.951898397867232, tolerance: 1.7563950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.586131278972758, tolerance: 1.7385950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.850617000319902, tolerance: 1.9543199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.848263237189446, tolerance: 1.66631875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.277183293096215, tolerance: 1.8785950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.964377888593841, tolerance: 1.6864000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.834178453252754, tolerance: 1.8085550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.47090054261564, tolerance: 1.68218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.139458557592754, tolerance: 2.1072
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.840468107285623, tolerance: 2.4161187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.509802904491382, tolerance: 2.420795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.772362021455963, tolerance: 1.6368487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.28559194609251, tolerance: 2.2521387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.645167135124133, tolerance: 1.9403200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.748944136655673, tolerance: 2.099675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.829862499113057, tolerance: 1.9515800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.366331929308426, tolerance: 2.5899487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.569458831016012, tolerance: 2.0137199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.299226438733807, tolerance: 2.140755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.927173420725893, tolerance: 1.509395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.234394433802994, tolerance: 2.2427949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.333228238008736, tolerance: 1.67582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.492800421806276, tolerance: 2.23864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.432449309476498, tolerance: 1.8589887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.81862321536612, tolerance: 1.899755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.737532561233213, tolerance: 1.6869487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.824141725218862, tolerance: 1.404155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.990685137278179, tolerance: 1.542955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.060014488820475, tolerance: 2.0352987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.551690036479068, tolerance: 1.4545949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.062486359612596, tolerance: 1.7464187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.052807378820845, tolerance: 1.223355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.056473407108975, tolerance: 1.6445949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.861642195838616, tolerance: 1.5867949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.746450971047068, tolerance: 1.51
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41530354262108, tolerance: 1.52989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.492312733031405, tolerance: 1.7525550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.885118043423518, tolerance: 1.3537550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.219211083745037, tolerance: 1.7837949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.274001183696676, tolerance: 1.50443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.65811825029096, tolerance: 1.4471200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.434808797792527, tolerance: 2.0501387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.378507230223075, tolerance: 1.7583550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.711702696403073, tolerance: 1.68336875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.274755299772842, tolerance: 1.47558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.328020025935064, tolerance: 1.6165387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.435017447922895, tolerance: 1.86371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.745476144708103, tolerance: 1.74158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.68177126506068, tolerance: 1.7873387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.677564589793676, tolerance: 1.629675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.05445326171603, tolerance: 1.8989387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.466406800998215, tolerance: 1.422075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.155380496337003, tolerance: 1.3355550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.874700652582447, tolerance: 1.2777950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.30806383160512, tolerance: 1.227795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.766317767105647, tolerance: 1.725155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.87296675744166, tolerance: 1.58168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.71544421652929, tolerance: 1.44658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.25934410844913, tolerance: 1.6487387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.72173547061166, tolerance: 1.6788487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.546701916369717, tolerance: 1.6564200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.334138676423077, tolerance: 1.5703387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.439428295139574, tolerance: 1.8915387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.445828075211928, tolerance: 1.4969000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.644389453938476, tolerance: 1.6924387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.079448826214843, tolerance: 1.7558200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.910992116561463, tolerance: 1.7823950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.278929933896293, tolerance: 1.5935949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.729373105935963, tolerance: 1.85778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.311930453569845, tolerance: 1.3338887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.297725854950002, tolerance: 1.9737800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.939982476674157, tolerance: 1.6833949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.95071173516422, tolerance: 1.32398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.25533555671921, tolerance: 1.82048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.281331622642615, tolerance: 1.542555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.04632121874869, tolerance: 1.4424750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.438184999344574, tolerance: 1.27486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.485853841221076, tolerance: 1.5244487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.647286880210027, tolerance: 1.3639200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.58840959002476, tolerance: 2.04406875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.942197572366876, tolerance: 1.80326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.019932562707208, tolerance: 1.79223875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.531059225095305, tolerance: 1.7341950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.571077462518794, tolerance: 1.2671387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.180180004291042, tolerance: 1.4490750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.21780117902228, tolerance: 1.9619550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.207530447483922, tolerance: 1.6510987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.091203058675127, tolerance: 2.03292
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.40548001867644, tolerance: 1.8260687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.3928502101369, tolerance: 1.6554187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.17413432202048, tolerance: 1.2437887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.134978746556857, tolerance: 1.58686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.864021747865802, tolerance: 1.6791
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.901497591295474, tolerance: 1.62142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.851594056289347, tolerance: 1.93328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.545016048900614, tolerance: 1.98518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.506452375161231, tolerance: 1.35441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.54778353619253, tolerance: 1.71156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.69100257550948, tolerance: 1.7876887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.793216493618942, tolerance: 1.37079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.273009874372963, tolerance: 1.46006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.649938605059138, tolerance: 1.7725487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.434633931486033, tolerance: 1.6421887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.72161163295485, tolerance: 1.8440750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.088211055287452, tolerance: 2.21338875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.311139616064198, tolerance: 1.46376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.54926920127276, tolerance: 1.4957949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.592899853616004, tolerance: 1.59916875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.224798994260688, tolerance: 1.73718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.278776992056766, tolerance: 1.6397387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.867300467574506, tolerance: 1.4829200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.88930937746797, tolerance: 2.1487987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.181999511617136, tolerance: 1.47989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.23428849109799, tolerance: 1.641995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.264152510305248, tolerance: 1.58799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.050474461446495, tolerance: 1.5531387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.121919602014046, tolerance: 1.7363887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.549089222199143, tolerance: 1.6747549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.003784211145593, tolerance: 1.21188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.015402290716967, tolerance: 1.6088200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.69884251872011, tolerance: 1.8848487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.206999495690035, tolerance: 1.17739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.311261362061128, tolerance: 1.1717549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.130411002971996, tolerance: 1.6183200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.941252124781194, tolerance: 1.6381949999999998
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.31920411447246, tolerance: 1.07108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05868937491193, tolerance: 1.6443949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.78480927931404, tolerance: 1.45849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.3429442142885, tolerance: 1.53654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.359659776898816, tolerance: 1.86116875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.207640681827797, tolerance: 1.462755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.18987507512906, tolerance: 1.5291549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.009768231622026, tolerance: 1.8465199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.07837626841038, tolerance: 1.69008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.636345658557374, tolerance: 1.8696487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.421138994144009, tolerance: 1.30146875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.62526523755475, tolerance: 1.9380387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.877315135577085, tolerance: 1.964075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.712674845423734, tolerance: 1.63048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.98117293046721, tolerance: 2.1977949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.893498590453714, tolerance: 1.9372200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.360661303041887, tolerance: 1.7918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.368401869032574, tolerance: 2.01411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.388603286052668, tolerance: 1.96289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.95857598216415, tolerance: 1.76186875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.40285521283185, tolerance: 1.8180887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.26274812928969, tolerance: 2.06208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.5382443016596, tolerance: 1.9876387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.495796523738697, tolerance: 2.0558187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.65904587128004, tolerance: 1.6853549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.359363319394955, tolerance: 1.70383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.24830369451441, tolerance: 1.221475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.63104098561138, tolerance: 2.37931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.44175733665251, tolerance: 1.9527200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.87056950055512, tolerance: 2.127675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.195725640204664, tolerance: 2.404955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.11873892916138, tolerance: 1.82449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08577280391329, tolerance: 1.4281550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.600942852000628, tolerance: 1.7771949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.963230454564975, tolerance: 2.121675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.774931030173654, tolerance: 1.7038200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.169640682969487, tolerance: 1.7596387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.24509600382071, tolerance: 1.8098387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.597853747190662, tolerance: 2.0224887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.68485171313401, tolerance: 1.606355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.89659172078276, tolerance: 1.7775949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.883954079407435, tolerance: 1.3921687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.823709543514273, tolerance: 1.7950387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.53434240209167, tolerance: 1.51824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.49318549432758, tolerance: 2.294355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.013834124303486, tolerance: 1.57108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.24789612275897, tolerance: 2.0436487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.515954479476363, tolerance: 1.8089549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56614147735861, tolerance: 1.43988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.16704448778617, tolerance: 1.8381949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.814754777780557, tolerance: 1.6751949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.166367969448615, tolerance: 1.85718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.569274438305392, tolerance: 1.8607800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.48901187349816, tolerance: 1.62549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.674651868695914, tolerance: 1.8320887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.781482679401115, tolerance: 2.3377800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.493789231563742, tolerance: 1.9187549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.68929000619472, tolerance: 1.6667800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.33338635945824, tolerance: 1.6804487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.507025815673096, tolerance: 1.9847550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.155640649539706, tolerance: 2.16184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.5535659559054, tolerance: 1.7061987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.39112708389402, tolerance: 1.6292487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.71459730064785, tolerance: 1.7840387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.17579856021051, tolerance: 1.88409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.72415367895726, tolerance: 1.5703387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.941030884221075, tolerance: 2.13439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.245313476497422, tolerance: 1.75613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.76651836487262, tolerance: 1.7009487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.73985449399352, tolerance: 2.2858187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.92255048910847, tolerance: 2.0926750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.79883475941921, tolerance: 1.8919987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.988629059295228, tolerance: 1.85358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.474923977230674, tolerance: 1.9042487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.480439732962598, tolerance: 1.449475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.3693809351974, tolerance: 1.8143387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.035299194887383, tolerance: 1.63382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.36477381910299, tolerance: 1.9414200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.538637425179289, tolerance: 1.4255200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.43498171207959, tolerance: 1.65933875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.683321384905454, tolerance: 1.7959487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.252658386031726, tolerance: 1.53104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.86283232535383, tolerance: 1.767555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.191106427403465, tolerance: 1.7829949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.03967338258091, tolerance: 1.97379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.28287010000143, tolerance: 1.5766200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.8159150700644, tolerance: 1.63314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.96777017796648, tolerance: 1.40578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.493929360795867, tolerance: 2.02989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.31801405639328, tolerance: 1.7581949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.667253344682273, tolerance: 1.643955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.80544008896723, tolerance: 2.4373550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.31773936957005, tolerance: 1.9517950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.978134721846374, tolerance: 1.8149000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.26887128606863, tolerance: 1.5253387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.31065193716882, tolerance: 1.8886687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.736892789094227, tolerance: 1.6815549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.56805585581263, tolerance: 1.9489949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.48072491861567, tolerance: 1.8910887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.7254509346627, tolerance: 1.71529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.672596508294845, tolerance: 2.1731387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.908284598912687, tolerance: 1.8653487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.36983779602935, tolerance: 2.153555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.39211204777597, tolerance: 1.8051800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.483388935219832, tolerance: 1.77049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.101439076120275, tolerance: 1.9065387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.89621765900538, tolerance: 1.66864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.62134410353035, tolerance: 2.15998875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.224929185309833, tolerance: 1.7173949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80616397315855, tolerance: 1.46164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.70202456979179, tolerance: 1.7308687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.98548388938586, tolerance: 1.6981550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.798648062923803, tolerance: 1.86079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.509504763658573, tolerance: 1.62571875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9897498462026, tolerance: 1.3904387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.65813990110269, tolerance: 1.73196875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.851718143262616, tolerance: 1.5392887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.164725825071237, tolerance: 1.9253487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.74378687589718, tolerance: 1.75309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.75973232163615, tolerance: 1.8639200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62776288691949, tolerance: 2.271075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.971601587955362, tolerance: 1.60736875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.97618654650485, tolerance: 1.7849887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.25794064786479, tolerance: 1.54044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.191775250879545, tolerance: 1.76048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.529136833373606, tolerance: 1.6300750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.78522043061592, tolerance: 1.6627200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.349159647807387, tolerance: 1.6967
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.857876507737704, tolerance: 1.7771549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.904631473882567, tolerance: 1.597355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.747305108562152, tolerance: 1.74574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.992630148297, tolerance: 1.7618800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.77392898224611, tolerance: 1.87762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.646963968278925, tolerance: 1.899995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.560276079707144, tolerance: 2.055595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.447434806650186, tolerance: 1.6859000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.87311740499621, tolerance: 2.172355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.452319653454445, tolerance: 1.298795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.963793792525284, tolerance: 1.74839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94500739924302, tolerance: 1.61976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.503944677111342, tolerance: 1.7107887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.744104670026537, tolerance: 1.63729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.376650825607634, tolerance: 1.3340887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.16412630306912, tolerance: 2.0695887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.617197299119507, tolerance: 1.55624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.88716835597402, tolerance: 1.81769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.39805691840643, tolerance: 1.983155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.278943641696237, tolerance: 1.70418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.725842300340002, tolerance: 1.29961875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.501568544194846, tolerance: 1.530955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.660884337486735, tolerance: 1.9775949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.00492754094185, tolerance: 2.06594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.572851912132307, tolerance: 2.0626487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.692904086877263, tolerance: 1.6916
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.195443106274833, tolerance: 1.5693949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.4033895581203, tolerance: 2.133755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.922815078763165, tolerance: 1.3510887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.89572736162178, tolerance: 2.4885887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.50228202352918, tolerance: 1.7137949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.44615732346406, tolerance: 1.66406875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.92823886162074, tolerance: 2.000755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.075016715246676, tolerance: 1.76042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.4852029271953, tolerance: 1.95491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.453332815049336, tolerance: 1.32611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.406601397319488, tolerance: 1.31312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.8236163026394, tolerance: 1.8036
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.012596291235617, tolerance: 1.588995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.65609843066594, tolerance: 2.03814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.218108321839097, tolerance: 1.85722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.0036900687624, tolerance: 1.9231800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.654964904228795, tolerance: 1.9290987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.459376516409012, tolerance: 1.5060200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.73921440542111, tolerance: 1.566475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.434487634248164, tolerance: 2.36972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.79729726755468, tolerance: 2.10741875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.64479170557806, tolerance: 1.6366387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.863704606196364, tolerance: 1.8599200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.58845284353895, tolerance: 2.1479950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.94988689301653, tolerance: 1.859275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.053411420729983, tolerance: 1.4899887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.19063992112757, tolerance: 2.0215387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.05681258149231, tolerance: 1.2889987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.544072201490366, tolerance: 1.06618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.810088423275708, tolerance: 1.4404387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.339358493527158, tolerance: 1.7613387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.960800135459706, tolerance: 1.9475487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.71186911130929, tolerance: 1.9131200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.797780466133709, tolerance: 1.29328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.162304613479474, tolerance: 1.77779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.340750470948386, tolerance: 1.5781687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.213511517804797, tolerance: 1.7695949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.066878041316414, tolerance: 1.5576200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.887326944325537, tolerance: 1.87474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.767238944304989, tolerance: 1.9626887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.32660243560762, tolerance: 2.0367487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.242616038155965, tolerance: 1.6715187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.836029180431453, tolerance: 1.9978487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.88773107224398, tolerance: 2.25408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.4027306651648, tolerance: 1.38724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.91512327015738, tolerance: 1.8220687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.905401574234872, tolerance: 2.061155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.58791456146468, tolerance: 2.1259200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.038483953245183, tolerance: 1.64119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.921688917799244, tolerance: 1.7930387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.15947586434411, tolerance: 2.5763687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.13647481316822, tolerance: 1.7039987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.786859043220723, tolerance: 1.57929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.307982664022866, tolerance: 1.6997887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.14700361851191, tolerance: 2.563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.762714515481008, tolerance: 2.1168887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.594528072802486, tolerance: 1.9971949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.434291605520023, tolerance: 1.4610750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.042648626681878, tolerance: 2.2932799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.24144063323299, tolerance: 2.29141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.62524611963156, tolerance: 2.04113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.42725191568198, tolerance: 1.83542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.47869079113117, tolerance: 2.41384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.86763740368221, tolerance: 1.77721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.03834220802357, tolerance: 2.194995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.31907886934736, tolerance: 2.32579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.570563862684068, tolerance: 2.0131949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.10114232380809, tolerance: 1.8145187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.730973477908798, tolerance: 1.55808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.605044269629552, tolerance: 1.56922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.498370760168385, tolerance: 1.8565987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.76284388406289, tolerance: 2.0786200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.880691815011588, tolerance: 1.7497
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.00362996624033, tolerance: 2.4491487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.79067810602625, tolerance: 1.7310687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.04150598471926, tolerance: 2.0119549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.785165224218602, tolerance: 2.1211550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.47192221673035, tolerance: 1.6688487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.422551466165096, tolerance: 1.9229887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.91389240705285, tolerance: 1.9126200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.045693186519216, tolerance: 1.8051949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.62111981697111, tolerance: 2.04946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.94187042216169, tolerance: 1.8157949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.021926063793572, tolerance: 2.3841487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.715061259080134, tolerance: 1.8564200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.17260720402917, tolerance: 1.4750750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.68625611652903, tolerance: 2.1833550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.56805618286529, tolerance: 1.85144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.427670572950568, tolerance: 1.8784887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.1550682044594, tolerance: 2.4623487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.962461944014688, tolerance: 2.1537687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.945190351130577, tolerance: 2.10388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.421680136790066, tolerance: 1.8012000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.709902295922504, tolerance: 2.613155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.6711715619179, tolerance: 1.9476987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.27182608944793, tolerance: 1.54751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.084120496828433, tolerance: 1.7714
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.31517764128626, tolerance: 2.48964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.56447833366946, tolerance: 2.15458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.70530747218564, tolerance: 1.9380387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.783379447226466, tolerance: 1.8247550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.00216421157088, tolerance: 2.0979187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.26471869872867, tolerance: 1.653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.43443224791214, tolerance: 2.06518875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.103275714419254, tolerance: 1.7328487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.078901264295823, tolerance: 1.6581387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.775772081949, tolerance: 1.7531949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.52627291113419, tolerance: 2.46919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.40426699851548, tolerance: 2.0194187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.00106352789304, tolerance: 1.92239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.900485009161706, tolerance: 2.1947187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.38176237374218, tolerance: 2.071395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.93341334812536, tolerance: 1.8033200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.081097711962503, tolerance: 1.5536750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.702270140247606, tolerance: 1.7611949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.798681298547773, tolerance: 1.4928887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.03093450294758, tolerance: 2.17176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.95160244637073, tolerance: 1.77414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.84234334051136, tolerance: 2.17171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.63849968594704, tolerance: 2.07948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.54568725191581, tolerance: 2.05058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.70750859838127, tolerance: 2.2505887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.32995338574862, tolerance: 2.0791387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.16320632961641, tolerance: 2.00304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.63214949563408, tolerance: 2.2219549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.919659415872303, tolerance: 1.8949950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.662243597705825, tolerance: 2.26076875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.534452967039538, tolerance: 1.54048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.72154172208355, tolerance: 1.9051187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.861608790312, tolerance: 2.2495000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.577491600675376, tolerance: 2.045995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.24495002802895, tolerance: 1.9371887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.36882323243944, tolerance: 2.075595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.303024531936515, tolerance: 2.0893550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.22085019053083, tolerance: 2.127875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.95248106926819, tolerance: 1.50681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.711884134993056, tolerance: 2.24972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.15296195513073, tolerance: 2.09749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.97875024917161, tolerance: 1.7720200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.60503442306795, tolerance: 2.0469887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.178905834451356, tolerance: 1.8813800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.30030576823268, tolerance: 2.5876200000000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.974162912628927, tolerance: 1.9590687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.19777243287913, tolerance: 2.08119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.844065944212087, tolerance: 1.5506987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.587025443144693, tolerance: 1.7595200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.31778565804204, tolerance: 1.80621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.258515170392503, tolerance: 1.54791875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.32824704145218, tolerance: 1.6765200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.19010548710625, tolerance: 1.42901875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.02030249861511, tolerance: 1.7594887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.89736993701486, tolerance: 1.368195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.498136799402708, tolerance: 1.6669
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.909203733931932, tolerance: 1.6300750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.984706905982186, tolerance: 2.0791800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.43606487408448, tolerance: 1.7457987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.362384996714834, tolerance: 2.38574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.985621439901227, tolerance: 1.6666799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96992977549614, tolerance: 1.90782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.71828130610067, tolerance: 1.9538887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.71737714496488, tolerance: 1.65239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.55354829469958, tolerance: 1.9146
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.57060044388952, tolerance: 1.67878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.17740775039162, tolerance: 1.9430387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.06958868722738, tolerance: 2.33828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.97046880985881, tolerance: 1.9232487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61594709145711, tolerance: 1.8523199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.943614114431846, tolerance: 1.3107550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.560758111357348, tolerance: 1.9495949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.163437999558944, tolerance: 1.4690687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39937184817571, tolerance: 1.691755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.32923237098633, tolerance: 1.79406875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.73069979576192, tolerance: 2.34808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.799887802905808, tolerance: 1.5915949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.863554104334266, tolerance: 2.3368387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.645038707439348, tolerance: 1.6800487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.159740412245654, tolerance: 1.611675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.049302529921658, tolerance: 1.8465199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.59096774238707, tolerance: 2.13108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.059422740780832, tolerance: 1.433675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.969714030383352, tolerance: 1.73134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.29276485533306, tolerance: 1.53474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.48967417793588, tolerance: 2.37011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.005046385598998, tolerance: 2.035595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.787080895903664, tolerance: 1.7079187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.21671169848966, tolerance: 1.71214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.11050170098798, tolerance: 1.8693487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.90025467122772, tolerance: 2.19149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.90575721972499, tolerance: 1.5542387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.900297297149876, tolerance: 1.30839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.387602849599624, tolerance: 1.449955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.62381062881305, tolerance: 2.01282
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.525268578902274, tolerance: 1.7259187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.3986797103056, tolerance: 1.7185887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.659151200595552, tolerance: 1.4213950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.372374638823292, tolerance: 1.7213949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.974810455171887, tolerance: 1.67949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.035760261350845, tolerance: 1.8697949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.64616020502555, tolerance: 2.19453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.63651917455213, tolerance: 2.20662
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.33904568578002, tolerance: 2.4462200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.110738499440437, tolerance: 2.214
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.157295370787025, tolerance: 1.97778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.47452560527833, tolerance: 1.70489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.45333471055992, tolerance: 1.55698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.49650065794544, tolerance: 1.9668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.519274338462743, tolerance: 1.39602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.221970029552985, tolerance: 1.8547949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.009540315761033, tolerance: 1.7537487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.712678454544825, tolerance: 1.41796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.16419511804697, tolerance: 2.3293950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.091585537713936, tolerance: 1.5109387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.736194475525952, tolerance: 1.929675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.23725194103279, tolerance: 1.71664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.892254904741563, tolerance: 1.6633200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.865230103886365, tolerance: 1.9220487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.26389241766733, tolerance: 1.8593549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.252670284839212, tolerance: 2.0406987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.73847794515271, tolerance: 1.73066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.69901238986142, tolerance: 1.7058200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.675335076696506, tolerance: 1.52759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.668855034626322, tolerance: 1.97508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.65842308713245, tolerance: 1.6288987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.58626172019386, tolerance: 1.6306387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.617122998480458, tolerance: 1.51848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.0732099180519, tolerance: 2.2600687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.481407046880715, tolerance: 2.02108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.971173587387916, tolerance: 2.2442200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.525814216402814, tolerance: 2.17123875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.817393356722526, tolerance: 2.09978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.555085801954533, tolerance: 2.040875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.392862329243343, tolerance: 1.6625949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.338283646329266, tolerance: 1.7081950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.531883314654102, tolerance: 1.8789487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.83154067120265, tolerance: 1.487395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.955664476355864, tolerance: 1.9967949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.649077728516867, tolerance: 1.5429800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.803410252216274, tolerance: 1.55369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.816791061543178, tolerance: 1.7625887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.11378954333243, tolerance: 1.79458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.0477006090551, tolerance: 2.2877187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.652154451621918, tolerance: 1.89858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.705181071929957, tolerance: 1.57859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.43849567935363, tolerance: 2.067475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.93161567358665, tolerance: 2.3371950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.043574197373097, tolerance: 2.207075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.853590254148397, tolerance: 2.2881
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.747192236352557, tolerance: 1.9497949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.01428500916053, tolerance: 2.22718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.481057035747916, tolerance: 2.1794687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.98340794640116, tolerance: 1.3328187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.916910235719342, tolerance: 1.704395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.080852764499475, tolerance: 2.0822987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.576149230482304, tolerance: 1.767555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.583171808934388, tolerance: 1.757875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.839462007697115, tolerance: 2.0216387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.587943952304215, tolerance: 2.1009200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.140823249112966, tolerance: 1.5477200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.371378546095507, tolerance: 1.6813549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.554021786522572, tolerance: 1.6344200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.522095861024454, tolerance: 1.7657949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.615699678838123, tolerance: 1.7321387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.449947374139015, tolerance: 1.9324387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.398275359228975, tolerance: 1.6528200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.924675788092472, tolerance: 1.9819887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.237299511009013, tolerance: 2.1138799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.3809199827869, tolerance: 1.561795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.98702186083385, tolerance: 2.24824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.945721044750048, tolerance: 1.7573949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.869359239598047, tolerance: 2.204555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.962688556467095, tolerance: 1.689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.917839318647555, tolerance: 1.76
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.610599089590675, tolerance: 1.6630387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.009995073403715, tolerance: 1.8268187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.05131196130775, tolerance: 1.9875487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.773717747153803, tolerance: 1.432155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.15126347355463, tolerance: 1.74488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.35542241982891, tolerance: 2.18681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.756783643922663, tolerance: 2.3357987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.29499288396846, tolerance: 2.0343549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.225895984468032, tolerance: 1.68268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.49349765968954, tolerance: 1.65946875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.886079247359042, tolerance: 1.86673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.0771048764961, tolerance: 2.22908875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.602000788206599, tolerance: 1.6809200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.56188802646912, tolerance: 2.03563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.76076749089523, tolerance: 1.6807550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.128253716448098, tolerance: 1.70208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.50806959844518, tolerance: 1.68529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.584519494825237, tolerance: 1.9612200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.98202401904622, tolerance: 1.6559949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.63442821065233, tolerance: 1.4887949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.992968445764973, tolerance: 2.2449887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.341538538839835, tolerance: 2.0585800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.75167632211786, tolerance: 1.69428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.917162930493532, tolerance: 1.52774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.098645944028085, tolerance: 1.8601200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.270631919044853, tolerance: 2.361155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.93867401162676, tolerance: 1.9072887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.426330531342266, tolerance: 1.9602987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.513600877770502, tolerance: 1.55899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.294747922359505, tolerance: 2.0973800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.362258367043598, tolerance: 1.77243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.946006501202575, tolerance: 1.95934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.317715842596275, tolerance: 2.247995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.07529143887878, tolerance: 2.60656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.706262330870334, tolerance: 1.8443887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.32627366185858, tolerance: 1.500155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.584766993196816, tolerance: 2.039195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.415508034764166, tolerance: 1.9223000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.195945362674077, tolerance: 1.7617949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.618430089656393, tolerance: 2.08528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.20658929728067, tolerance: 1.739
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.28337585569896, tolerance: 1.7763
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.358368490888385, tolerance: 2.103755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.589956521105876, tolerance: 2.14558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.927652072158054, tolerance: 1.82211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.65965314922408, tolerance: 1.47344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.80632586512468, tolerance: 2.0993199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.510908943797203, tolerance: 1.372955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.180381037553452, tolerance: 1.80682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.89462460842077, tolerance: 1.9737187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.964710222425442, tolerance: 1.9409
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64693337681616, tolerance: 1.5312750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.990768595610838, tolerance: 2.0987550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.17333870364647, tolerance: 1.81244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.852322263527242, tolerance: 2.131155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.17724466832756, tolerance: 1.6415949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.13411017261225, tolerance: 1.7623
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.30997730949458, tolerance: 2.122675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.026424339851175, tolerance: 2.07182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.61137900550606, tolerance: 1.80892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.159120256395898, tolerance: 1.7232887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.705737951844537, tolerance: 2.02733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.360856374814905, tolerance: 2.1289549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.825136124034493, tolerance: 2.466795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.461220788769452, tolerance: 1.83458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.88192060861838, tolerance: 1.61238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.527683909433733, tolerance: 1.93408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.01843269886229, tolerance: 2.21898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.160569859782047, tolerance: 1.9971550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.52147501330235, tolerance: 2.074195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.923224605626274, tolerance: 1.79443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.264832082751347, tolerance: 2.1043800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.705252137167548, tolerance: 1.99671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.70503873111577, tolerance: 2.0667
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.927957212968359, tolerance: 1.9446
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.920748801428132, tolerance: 2.27961875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.82878611158581, tolerance: 2.09689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.338799980203547, tolerance: 2.2809887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.465351182638596, tolerance: 2.0698887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.310577131214885, tolerance: 1.6645200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.339764472382416, tolerance: 1.8305487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.751452004325433, tolerance: 1.9150200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.891498281826973, tolerance: 2.068195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.64367413351943, tolerance: 2.035755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.961709292692248, tolerance: 2.31833875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.528402061426767, tolerance: 1.72511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.732724975702933, tolerance: 2.095275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.83629995524117, tolerance: 2.17728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.60376860831062, tolerance: 1.74108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.88539106384271, tolerance: 1.8254387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.035987528285933, tolerance: 1.852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.037866462869, tolerance: 1.7807887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.613386210780426, tolerance: 2.5198887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.06100675212042, tolerance: 1.92938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.717387650235304, tolerance: 2.1427
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.69091916399298, tolerance: 1.69558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.829804664689206, tolerance: 1.452355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.612505318871108, tolerance: 1.883595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.959000136304894, tolerance: 2.06118875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.911413205292845, tolerance: 2.29764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.53066932514826, tolerance: 1.7277187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.392155560929233, tolerance: 1.77308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.131727880117584, tolerance: 1.6401987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.862070622227833, tolerance: 2.1640487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.19584379539652, tolerance: 1.62658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.265745751317024, tolerance: 2.4436987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.489252186776277, tolerance: 2.235395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.577542030351097, tolerance: 2.03923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.80858161543978, tolerance: 1.6537549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.588331358622796, tolerance: 2.0887200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.788640713484508, tolerance: 1.6736800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.688523398217477, tolerance: 1.6536887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.63726086858454, tolerance: 2.06953875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.605695046696557, tolerance: 1.76744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.197651977949103, tolerance: 2.328795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.30891019932131, tolerance: 2.3811887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.99650477450324, tolerance: 1.6016750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.34147066590502, tolerance: 2.2152387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.31184110131629, tolerance: 2.179595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.912245316987438, tolerance: 2.03644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.841987161094735, tolerance: 1.325755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.903483679777416, tolerance: 2.20813875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.602597480538165, tolerance: 2.22099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56068629377937, tolerance: 1.30209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.266851567485634, tolerance: 1.962275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.47686176613229, tolerance: 2.1516387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.988337548248504, tolerance: 1.4532200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.362859099702426, tolerance: 2.1178887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.697256302401136, tolerance: 2.1642887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.45663961544637, tolerance: 2.0371187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.951651644445153, tolerance: 1.48153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.19214715905948, tolerance: 1.8660487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.836270540073905, tolerance: 2.59414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.602619465563055, tolerance: 2.2913550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.664861159554306, tolerance: 1.93888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.290482047009654, tolerance: 1.7188887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.889004827965916, tolerance: 2.074795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.159193279063167, tolerance: 1.9390487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.80747627259958, tolerance: 2.0251949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.001696993729198, tolerance: 2.047755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.469364356763453, tolerance: 2.211555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.043393923638305, tolerance: 1.9372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.942300794619015, tolerance: 1.8204887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.894003271556958, tolerance: 2.3998987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.677457677521463, tolerance: 1.992595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.373594579320905, tolerance: 1.7577949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.121752141575815, tolerance: 1.815755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.71335111569601, tolerance: 2.0124387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.711642120543416, tolerance: 2.02
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.745893412787087, tolerance: 2.032155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.074838923363252, tolerance: 2.327875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.024609746801275, tolerance: 2.5512
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.65729213752844, tolerance: 2.14352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.335613394941852, tolerance: 2.01389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41007212636005, tolerance: 2.1646987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.155535842194766, tolerance: 1.8748187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.888134702182168, tolerance: 2.440955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41064978344608, tolerance: 1.9173949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.917458432400704, tolerance: 1.8221887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.45950328039693, tolerance: 2.32398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.28841317805452, tolerance: 2.07672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.431758343116325, tolerance: 1.6144200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.728399978212195, tolerance: 2.0425199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.969950340177096, tolerance: 2.1279387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.613949753640536, tolerance: 1.5147950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.515955245090577, tolerance: 1.7004387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.505952960594527, tolerance: 2.11632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.68255492527224, tolerance: 1.6120887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.059709972004065, tolerance: 1.641475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.355082922310956, tolerance: 1.91106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.014129871727597, tolerance: 1.7161949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.321452948051682, tolerance: 2.1344799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.088027914636886, tolerance: 2.08031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.832492590530265, tolerance: 1.9333800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.78794836614974, tolerance: 2.05192
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.334769800501943, tolerance: 1.9205
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.047828468812163, tolerance: 1.8191387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.75038262578294, tolerance: 1.85418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.02507382672752, tolerance: 1.8402200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.0145433664855, tolerance: 1.26289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.84750289360234, tolerance: 1.742355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.35258964895122, tolerance: 1.84764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.01173186477804, tolerance: 1.4457800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.552607718847355, tolerance: 1.6203687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.662998408938545, tolerance: 1.5195387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.312231273068193, tolerance: 1.7917887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.451231270304714, tolerance: 1.9615949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.693807909837748, tolerance: 1.6367950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.56121190751884, tolerance: 1.902755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.05658391315095, tolerance: 1.1751950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.76988474243828, tolerance: 1.6437187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.017543595864797, tolerance: 2.19954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.04840916021967, tolerance: 1.42943875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.873572982023756, tolerance: 1.9239887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.021599434738391, tolerance: 1.5559950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.255367519653618, tolerance: 1.48203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.044600539948433, tolerance: 1.7594387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.078721803953904, tolerance: 1.5231887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.742686922320438, tolerance: 1.6515950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.88701846954313, tolerance: 1.40486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.329151751168375, tolerance: 2.1261987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.890974619106824, tolerance: 1.7457887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.034149282673454, tolerance: 2.24092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.008444906852297, tolerance: 1.9896887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.934596056875428, tolerance: 2.08356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.990964479933238, tolerance: 1.29548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.469418653996275, tolerance: 1.9047949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.82460402793148, tolerance: 1.477355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.016526906641523, tolerance: 1.6959949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.427261093594094, tolerance: 1.9869199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.686488665287621, tolerance: 1.89584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.437349662250066, tolerance: 1.823555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.540639070035503, tolerance: 1.6933549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.480862226786805, tolerance: 1.477955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.13531233245834, tolerance: 1.319955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.00064382360438, tolerance: 1.8040387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.630976213223764, tolerance: 2.2108487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.582456660070804, tolerance: 1.86494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.858340388994968, tolerance: 1.78292
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.296643485413036, tolerance: 1.9824387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.754360790167183, tolerance: 1.80034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.489698800896754, tolerance: 2.25312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.28367436587218, tolerance: 1.8565200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.3808598951374, tolerance: 1.70808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.551498928889878, tolerance: 1.703
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.28296609112637, tolerance: 1.8703950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.65326939836488, tolerance: 2.10408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.620647578719925, tolerance: 1.6823387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.493059586326147, tolerance: 1.94918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.245109876973906, tolerance: 1.6944000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.843576921672053, tolerance: 1.4982187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.914715126618713, tolerance: 1.6897549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.230109688445257, tolerance: 1.5945487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.305477449849896, tolerance: 1.95934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.349859773592538, tolerance: 2.24729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.948570865074878, tolerance: 2.032355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.153002644529664, tolerance: 1.64796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.530362290060292, tolerance: 1.45798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.233594576593536, tolerance: 1.55922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.736768250737494, tolerance: 1.7278187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.142564106445388, tolerance: 2.03078875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.73264977293793, tolerance: 2.01714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.505493884957662, tolerance: 1.67864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.843321032114186, tolerance: 1.233475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.619173666399384, tolerance: 1.6853200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.544748335952328, tolerance: 1.45344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.587428126317185, tolerance: 1.20514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.676818016275185, tolerance: 2.2347949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.729214395588414, tolerance: 1.5909887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.800427312793392, tolerance: 2.06078875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.53052284159274, tolerance: 1.6823200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.389590201405454, tolerance: 1.5432750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.21251006321367, tolerance: 2.14009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.653280484605283, tolerance: 1.28634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.561067205341587, tolerance: 1.359195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.462811709505075, tolerance: 1.55128875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.031723264179007, tolerance: 1.49219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.27970161665828, tolerance: 1.36096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.113841673009848, tolerance: 1.875595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.74645376194313, tolerance: 1.9197387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.80304985379341, tolerance: 1.4666887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.636976989110146, tolerance: 1.5533387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.50444642513252, tolerance: 1.6809949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.39891134786155, tolerance: 2.1629187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.303806997343287, tolerance: 1.8986687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.766391576005233, tolerance: 1.951
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.1351545705611, tolerance: 1.45008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.981996502703254, tolerance: 1.88829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.155802790970753, tolerance: 1.23538875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.91014768989695, tolerance: 2.26678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.813269349908666, tolerance: 1.5845549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.248520198522723, tolerance: 1.36978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.04594186543636, tolerance: 1.2948187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.556892634123734, tolerance: 1.8078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.99361280959044, tolerance: 1.7661887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.92626729379768, tolerance: 1.61594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.8787076553034, tolerance: 1.94278875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.334664359105076, tolerance: 1.70442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.718166147170153, tolerance: 1.59541875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.26227835812293, tolerance: 2.300475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.536231940874906, tolerance: 2.1131549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.191796253892676, tolerance: 2.11204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.432822867088955, tolerance: 1.15206875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.386975494899794, tolerance: 2.303795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.324911343358153, tolerance: 2.52382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.115097615902947, tolerance: 1.6882387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.622956627833418, tolerance: 2.06958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.80036709152148, tolerance: 2.1105
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.1974364508451, tolerance: 2.094475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.49802046875962, tolerance: 2.13689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.41375959000221, tolerance: 1.82633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.760032348537095, tolerance: 1.667955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.337009263583685, tolerance: 1.9535887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.53980137072471, tolerance: 1.7073550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.1117830131468, tolerance: 1.8975987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.428295152736045, tolerance: 1.8385887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.49808924521374, tolerance: 2.3203887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.507841021682083, tolerance: 1.8113387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.641296639444377, tolerance: 1.8796387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.03040586899883, tolerance: 1.8341199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.996842392423115, tolerance: 1.3915887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.077332424194363, tolerance: 2.1916687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.543461107276613, tolerance: 1.48908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.20265969628986, tolerance: 1.8745200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.1150930768696, tolerance: 1.6921387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11168060496379, tolerance: 1.9787887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.4098798281158, tolerance: 2.0327687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.88533896106468, tolerance: 1.9945187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.47297681333765, tolerance: 1.707155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.914729162476384, tolerance: 2.3242487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.292204439336865, tolerance: 1.47778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.776891249967946, tolerance: 2.07088875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.777559266106508, tolerance: 2.12166875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.702134876536014, tolerance: 1.851
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.244246441478495, tolerance: 1.72842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.56237651119256, tolerance: 2.030195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.179977489925886, tolerance: 1.92572
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.662534586300897, tolerance: 1.9542387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.437680922649676, tolerance: 1.7217187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.939627824549852, tolerance: 2.06939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.43151106575572, tolerance: 1.7867949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.183447245223203, tolerance: 1.7114987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.16738963185948, tolerance: 1.6158750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.265917246435592, tolerance: 2.04763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.992765361084526, tolerance: 2.16294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.82438037945668, tolerance: 1.9891887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.825782488066494, tolerance: 1.70944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.517202614946559, tolerance: 2.14114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.338757249648424, tolerance: 1.8954000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.393198672832636, tolerance: 1.76439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.1827159180804, tolerance: 1.6198387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.593413017001037, tolerance: 1.9727887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.97754667265813, tolerance: 1.7495200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.627854123929687, tolerance: 2.27942
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.145335787914467, tolerance: 1.9498799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.577177905032343, tolerance: 1.8421387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.778068016424243, tolerance: 2.274555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.075861240510598, tolerance: 1.9243949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.016874057292558, tolerance: 1.99464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.427832344824473, tolerance: 1.9296887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.45248976458512, tolerance: 1.7324487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.857851742897996, tolerance: 2.06938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.954371559872987, tolerance: 1.5701200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.26140952767116, tolerance: 1.9510750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.39106265893839, tolerance: 1.7654987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.16751307396629, tolerance: 1.67196875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.071238992737424, tolerance: 1.7856
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.26177668536772, tolerance: 1.7483000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.14609744625173, tolerance: 1.74658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.05980413159486, tolerance: 2.234755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.96151264013297, tolerance: 1.80264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.455313380148677, tolerance: 1.8714000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.58611408899565, tolerance: 1.8746
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.414982365643016, tolerance: 1.92839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46464715006432, tolerance: 1.53464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.823597893790193, tolerance: 1.751675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.864993079572184, tolerance: 1.7899200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.760849254519165, tolerance: 1.97058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.107945371915466, tolerance: 1.39824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.247788693791836, tolerance: 1.76739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.791389219000454, tolerance: 1.887555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.22569637673707, tolerance: 1.7750387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.17082798786228, tolerance: 1.36591875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.9607780801688, tolerance: 2.0487800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.913351328530865, tolerance: 1.7710387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.649849902622442, tolerance: 1.90499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.763654965537512, tolerance: 1.8168387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.43775165469192, tolerance: 1.60698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.839846076957635, tolerance: 1.42158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.010705809570723, tolerance: 2.3065387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.37435963964765, tolerance: 1.9743487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.526562535161634, tolerance: 1.4374
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.241481529459733, tolerance: 2.3266487499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.0117284412551, tolerance: 1.81522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.21659081542101, tolerance: 2.0591887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.817119436200787, tolerance: 1.7401550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.280884798366895, tolerance: 1.65429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.002632596870704, tolerance: 1.29932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.827009945699219, tolerance: 1.93198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.509746476638151, tolerance: 1.86538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.776124335922445, tolerance: 1.68881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.45009368538799, tolerance: 1.61689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.9773527190143, tolerance: 1.56474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.56482052676325, tolerance: 2.070155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.096996246048906, tolerance: 1.5021
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.787040131136422, tolerance: 2.00211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.137758186762014, tolerance: 1.51704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.66482229558131, tolerance: 1.2326387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.00719930403211, tolerance: 1.8233487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.894995357680257, tolerance: 1.76682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.896871893622293, tolerance: 1.4772200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.846228491670123, tolerance: 1.7975550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.377505554170401, tolerance: 1.309275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56047037283105, tolerance: 1.82944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.33686276039023, tolerance: 1.56668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.47523568642275, tolerance: 1.89743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.803108264570124, tolerance: 1.99551875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.15287619315243, tolerance: 1.471195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.017040961486423, tolerance: 1.6115949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.62848650946627, tolerance: 1.56509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.977627671471357, tolerance: 1.7643950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.041816306931018, tolerance: 1.694155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.51878395859185, tolerance: 1.7052200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.26650002005701, tolerance: 1.4041887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.14950777850235, tolerance: 1.35333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.47536347847094, tolerance: 1.378155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.176220430028774, tolerance: 1.3783387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.614178546179293, tolerance: 1.88179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.232913227658006, tolerance: 1.70788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.707882268445227, tolerance: 1.8739887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.558363881089885, tolerance: 1.4042687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.731432312838034, tolerance: 1.40106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.935206443156595, tolerance: 1.4798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.708739189422005, tolerance: 1.7733200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.43116885820197, tolerance: 1.7732887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95005050456806, tolerance: 1.907355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.436771099878516, tolerance: 1.8922887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.972224901337775, tolerance: 1.5740987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.589081698375306, tolerance: 1.728475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.105055526589181, tolerance: 1.48353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.700288244294075, tolerance: 1.7927950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.366253372512638, tolerance: 1.57246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.425808846562223, tolerance: 1.5054750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.889767179276525, tolerance: 1.6720000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.07663348032532, tolerance: 1.8463950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.649405134626058, tolerance: 1.6468387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.473991705541458, tolerance: 1.8377949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.957377707783145, tolerance: 1.8477987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.589253268708145, tolerance: 1.60888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.135691238801446, tolerance: 1.51776875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.73502293980435, tolerance: 1.9499487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.184118872323808, tolerance: 2.07151875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.662269749939934, tolerance: 1.69373875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.696569860929102, tolerance: 1.854755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.199534358897168, tolerance: 1.7381487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.533548423855137, tolerance: 1.74806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.77899921362596, tolerance: 2.4077949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.81932510740441, tolerance: 1.38629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.069330127621768, tolerance: 1.6545949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.390223901167534, tolerance: 1.8169387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.064178504797, tolerance: 1.5898487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.925101087833951, tolerance: 1.9413387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.592892768001834, tolerance: 1.96589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.718455031852216, tolerance: 1.9007800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.004692067309168, tolerance: 1.51168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.335835834829517, tolerance: 1.76754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.881410288344018, tolerance: 1.3159687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.699391897399074, tolerance: 1.32058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.950785855622964, tolerance: 1.8502687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.987519306515185, tolerance: 2.27281875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.331081756400728, tolerance: 1.66474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.963102764452966, tolerance: 1.5517687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.798439482253293, tolerance: 1.64176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.53376052812194, tolerance: 1.5525950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.983149461440213, tolerance: 2.47618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.744227933822557, tolerance: 1.6572200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.40439240794457, tolerance: 1.7707550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.864888982919826, tolerance: 1.7557800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.539021943643792, tolerance: 1.99353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.380193822833434, tolerance: 1.194795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.439765328250802, tolerance: 1.55611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.844233451785314, tolerance: 1.60853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.787333857808768, tolerance: 1.8709549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.740183568606966, tolerance: 1.44364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.38383832740157, tolerance: 1.7859387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.013881182559388, tolerance: 1.28969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.321877529115508, tolerance: 1.5413200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.401177669393558, tolerance: 1.7533987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.452610852492578, tolerance: 1.8309550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.685202274560684, tolerance: 1.8554887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.563843329324946, tolerance: 1.8283987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.209807722651718, tolerance: 1.720955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.491681017026806, tolerance: 1.5565200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.342408461939577, tolerance: 1.463955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.191951555567996, tolerance: 1.7457387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.84541944226848, tolerance: 1.318555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.97373967052749, tolerance: 1.6241487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.22854025614392, tolerance: 1.50066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.663034468318425, tolerance: 2.171755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.151306813242385, tolerance: 2.0372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.945044220478346, tolerance: 1.71802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.755905535488424, tolerance: 1.7760487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.39939088286143, tolerance: 1.72393875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.242984373881757, tolerance: 2.0040750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.68881848640187, tolerance: 1.73616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.808158807279533, tolerance: 1.8205387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.0973773542461, tolerance: 1.69129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.491265509036644, tolerance: 1.6645487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.03761504646571, tolerance: 1.647675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.995820773815032, tolerance: 1.5951487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.85680167832376, tolerance: 1.4873687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.000623531713416, tolerance: 2.14522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.24279574688545, tolerance: 1.93491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.562477950691825, tolerance: 1.647475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.366493634796385, tolerance: 1.9369949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.074206144106363, tolerance: 1.9330200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.219381324856663, tolerance: 2.0289949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.96254332497487, tolerance: 1.9060387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.342730403787197, tolerance: 1.86929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.59847671726036, tolerance: 1.6944887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6631299557327, tolerance: 1.9186487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.911118722256717, tolerance: 1.6899199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.800535904528342, tolerance: 1.7701387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.99207317798303, tolerance: 2.0648750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.939200928090365, tolerance: 1.86696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.54472299891218, tolerance: 2.14124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.59949648891627, tolerance: 2.24519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.129606027083213, tolerance: 1.7435549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.102373126475335, tolerance: 1.5370387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.941195583558084, tolerance: 1.81302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.701383808689545, tolerance: 1.42422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.85737146858438, tolerance: 1.7912387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.499440335802944, tolerance: 2.09288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.934985251541075, tolerance: 1.66756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.27365540695467, tolerance: 1.63171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.51205297180018, tolerance: 1.7228200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.30304125835468, tolerance: 1.8789887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.733927310530945, tolerance: 1.747955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.267338366795887, tolerance: 1.96259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.787538950229777, tolerance: 1.56702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.075869160911417, tolerance: 2.03492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.387751200825377, tolerance: 1.69679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.181838857630677, tolerance: 1.8403950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.50635964709503, tolerance: 1.6783387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.22708995737998, tolerance: 1.923475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.65178029016647, tolerance: 1.6468887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.09433152161651, tolerance: 1.42428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.151125248340076, tolerance: 1.7892750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.67081017832114, tolerance: 1.82109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.877277499861698, tolerance: 2.1845887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.825468870396637, tolerance: 1.50264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.918136383835328, tolerance: 1.262355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.62604768639942, tolerance: 1.54434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.645846286308622, tolerance: 1.8785687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.038899893528964, tolerance: 1.6593
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.900965297183998, tolerance: 1.8841199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.42358826266164, tolerance: 1.8836187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.213316817940104, tolerance: 1.5951487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.24925716070464, tolerance: 1.7312750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.225547144703995, tolerance: 2.1212887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.285007269922144, tolerance: 1.57748875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.192469900206127, tolerance: 1.30734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.616914611618675, tolerance: 1.60484875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.663335839439693, tolerance: 1.7582200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.95771950113106, tolerance: 2.1391549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.545257327109802, tolerance: 1.6716887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.70724610930063, tolerance: 1.59413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.97803587597231, tolerance: 1.654955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.453875247876788, tolerance: 1.8299987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.399149556587226, tolerance: 1.6093187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.309887700060955, tolerance: 1.41014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.05984809654155, tolerance: 1.78491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.71303426858346, tolerance: 1.34808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.239420562086686, tolerance: 1.922755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.068520853683488, tolerance: 1.80424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.652638259555893, tolerance: 1.84308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.02897479196799, tolerance: 1.36694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.54982498650475, tolerance: 1.9083549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.250529519800153, tolerance: 1.5635200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.41762172278968, tolerance: 1.58134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.760614530843018, tolerance: 1.5411387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.334811122313585, tolerance: 1.8087550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.032347121393915, tolerance: 1.9505949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.088885919843403, tolerance: 1.61499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.82998803818628, tolerance: 1.8451387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.41929834204587, tolerance: 1.689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.528977390238634, tolerance: 2.00849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.628560400405554, tolerance: 1.955155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.38656931904818, tolerance: 1.67192
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.05286995422367, tolerance: 1.6703000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.3449758259584, tolerance: 1.8988200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.285593201592505, tolerance: 1.58132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.932604069549765, tolerance: 1.5305987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.989546777041955, tolerance: 1.72134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.117306799066096, tolerance: 2.26356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.37274558706278, tolerance: 2.06623875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.04160304352948, tolerance: 1.796155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.604689812116472, tolerance: 1.9797
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.446218642085142, tolerance: 2.338355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.88889687078679, tolerance: 1.6976487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.333110653639576, tolerance: 1.66719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.706074182512687, tolerance: 2.36459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.273184415448732, tolerance: 2.1315487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.118292157792524, tolerance: 1.9877949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.331679269708253, tolerance: 2.30378875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.82637814961712, tolerance: 2.2565199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.397697741923604, tolerance: 2.1878200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.735768303387236, tolerance: 1.8094887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.66516232635469, tolerance: 1.9429949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.79139689120664, tolerance: 2.119995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.37432859816827, tolerance: 1.968955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.66344882199342, tolerance: 1.5788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.176454475430425, tolerance: 1.903555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.597179362899956, tolerance: 1.86322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.503285068597574, tolerance: 1.81404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.10227043713175, tolerance: 1.9975949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.24879606398534, tolerance: 1.759555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.92149793018749, tolerance: 2.3962000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.33293469179016, tolerance: 1.9480799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.47352022651614, tolerance: 1.99331875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.576947553842654, tolerance: 1.9951987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.54920055039952, tolerance: 2.20423875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.916299029342202, tolerance: 1.5353200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.967301164716503, tolerance: 2.158155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.450549795191918, tolerance: 1.47929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.810343932422207, tolerance: 2.1211949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.001726249114935, tolerance: 2.31842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.18128902668552, tolerance: 1.81508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.07962862666371, tolerance: 2.0872200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.749422278825996, tolerance: 1.9261949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.51555528245856, tolerance: 1.891795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.76716500794476, tolerance: 1.371395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.873243078149862, tolerance: 2.542675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.735680450315147, tolerance: 2.21768875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.659385064622766, tolerance: 1.7531
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.692292919891674, tolerance: 1.8080887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.161126583804457, tolerance: 1.7139487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.6644266610386, tolerance: 1.8001987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.332626297082975, tolerance: 1.70353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.845380974784494, tolerance: 1.5536750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.537157980875282, tolerance: 1.870675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.59751678358358, tolerance: 1.6844200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.5931435307568, tolerance: 2.0679987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.541777081048735, tolerance: 2.27118875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.067656503560004, tolerance: 1.8171800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.39361012119653, tolerance: 1.42748875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.48911373271385, tolerance: 1.72714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.59149269384945, tolerance: 1.7133549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.537565323177219, tolerance: 2.07429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.294612070591512, tolerance: 1.4200887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.110091213012776, tolerance: 2.0524487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.444598932764357, tolerance: 1.74598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.378981899151842, tolerance: 2.0605687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.20140452444904, tolerance: 1.605555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.06369702283554, tolerance: 1.909
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.358167968055604, tolerance: 2.352355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.473972271213007, tolerance: 2.04364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.617340353228624, tolerance: 2.20302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.67415412046905, tolerance: 1.95392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.831177239210213, tolerance: 2.01978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.227596886083422, tolerance: 1.97528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.589775002097785, tolerance: 1.8558387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.980665911536853, tolerance: 2.0102387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.93543501405077, tolerance: 1.9112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.510190806177732, tolerance: 1.8784987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.756508365626928, tolerance: 1.6489800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.960866259121456, tolerance: 1.745675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.423375565404086, tolerance: 2.15722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.367291446533864, tolerance: 2.25879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.90607764237464, tolerance: 2.07626875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.169876325314622, tolerance: 1.965875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.904921925390436, tolerance: 1.7438487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.51803312515903, tolerance: 1.9426200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.886688027867667, tolerance: 1.48353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.433380882093843, tolerance: 1.75501875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.91689771620067, tolerance: 1.8800687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.918465144972174, tolerance: 1.85246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.106955678754062, tolerance: 1.7972887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.761472995252188, tolerance: 2.0885550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.084065620903726, tolerance: 1.83742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.167350198512025, tolerance: 2.1035887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.932212942198836, tolerance: 1.84486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.914007730880385, tolerance: 1.9907487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.803286556782496, tolerance: 1.8333387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.096567082846633, tolerance: 1.9978387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.127937040232204, tolerance: 1.80168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.95896340144953, tolerance: 2.42352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.125904975784987, tolerance: 2.1179949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.210392448303923, tolerance: 1.95258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.239818959010986, tolerance: 2.24904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.70388573118528, tolerance: 2.0279949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.38349168917576, tolerance: 2.26508875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.064860077479043, tolerance: 2.01104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.17738072962036, tolerance: 2.236275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.48411405200259, tolerance: 1.9007200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.56833644683934, tolerance: 1.8858799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.79418796394584, tolerance: 2.066275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.219215083387688, tolerance: 1.9624887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.236624527116614, tolerance: 2.048755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.977820967937152, tolerance: 1.75981875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.626500306100551, tolerance: 1.8056687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.45824719084729, tolerance: 1.6789
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.985942208829037, tolerance: 1.645155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.216111495878536, tolerance: 1.6606987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.350056846311395, tolerance: 1.64108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.515801936658058, tolerance: 2.00631875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.63849585448343, tolerance: 1.82873875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.26492492766231, tolerance: 1.9691887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.916732931515327, tolerance: 1.5463949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.81608801601574, tolerance: 1.8189187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.385260369649387, tolerance: 1.94748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.01433159479687, tolerance: 1.91723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.499707775645405, tolerance: 1.74222
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.547829199773528, tolerance: 2.0376487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.139853305682866, tolerance: 2.26734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.244184453669652, tolerance: 1.71986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.593015167882124, tolerance: 1.5628187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.98849808300215, tolerance: 1.6558887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.64521446423289, tolerance: 2.39182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.985909585896216, tolerance: 1.82528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.15301041203132, tolerance: 2.41128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.64423500365108, tolerance: 1.8447199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.59306785577473, tolerance: 2.07049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.46081902845851, tolerance: 1.60928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.407883383417, tolerance: 1.8107187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.088088441630582, tolerance: 1.6282387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.38587466364496, tolerance: 1.55014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.474663923824512, tolerance: 1.29104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.643388886665303, tolerance: 2.0390200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.357553030331548, tolerance: 1.8955950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.84682866591306, tolerance: 1.9517550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.998833858050517, tolerance: 1.6671549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.563592752831912, tolerance: 1.9547387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.368597431357312, tolerance: 1.9246487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.925963890716183, tolerance: 1.91762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.9963071356724, tolerance: 2.081355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.353421002671585, tolerance: 1.7822187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.28093711682305, tolerance: 1.6135950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.80147547310825, tolerance: 1.9541549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.16368686575803, tolerance: 1.97274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.497439115879594, tolerance: 1.4809487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.053900935669965, tolerance: 2.112355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.885814674706978, tolerance: 1.8303550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.83120959242355, tolerance: 1.699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.448855111024347, tolerance: 1.48872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.934754424241643, tolerance: 2.1781949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.515998608366488, tolerance: 1.9274187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.91810825128114, tolerance: 2.046995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.921769133876637, tolerance: 1.55489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.784549247978617, tolerance: 2.34056875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.529134790592778, tolerance: 1.9346
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.84841997581086, tolerance: 2.14404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.842722470340828, tolerance: 2.3490487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.586264537369367, tolerance: 1.9516387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.107743929931097, tolerance: 2.1321987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.218878909831826, tolerance: 1.70202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.125516087855626, tolerance: 1.8623887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.33278221056332, tolerance: 1.73518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.886619494997237, tolerance: 2.2835949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.4982201153457, tolerance: 2.0289949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.813136826522424, tolerance: 1.63099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.613109352313595, tolerance: 1.9047887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.877851848928408, tolerance: 2.18114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.64097643624241, tolerance: 2.39938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.38516681857256, tolerance: 1.60314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.47888517234646, tolerance: 1.79849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.861626791804895, tolerance: 2.28148875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.727961785708604, tolerance: 1.992595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.32071957125793, tolerance: 1.48734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.459685898490935, tolerance: 1.9251
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.053036123013236, tolerance: 1.96319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.035604388234162, tolerance: 1.56729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.55986119586886, tolerance: 1.617595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.25513641664074, tolerance: 1.5896487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.579581161388944, tolerance: 1.86138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.352713981293398, tolerance: 1.97474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.203568488892957, tolerance: 1.8883200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.969682734946584, tolerance: 1.7897200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.777684381783255, tolerance: 1.81864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.912380022069637, tolerance: 2.14903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.39295522094355, tolerance: 1.55023875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.51229878855944, tolerance: 1.89601875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.949856513651495, tolerance: 1.5032987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.691510164071225, tolerance: 1.88956875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.418110371434782, tolerance: 1.9270887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.90270360814106, tolerance: 1.9216000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.81065636242755, tolerance: 1.7834687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.123661455377718, tolerance: 2.3850487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.443510236413474, tolerance: 2.151395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.314617310499827, tolerance: 1.86189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.590394772520822, tolerance: 2.3430987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.945150919009931, tolerance: 2.12634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.095259983545109, tolerance: 2.19536875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.209338826154703, tolerance: 1.611995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.07686637165671, tolerance: 1.964795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.076587353098603, tolerance: 1.8326200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.184541721561917, tolerance: 1.1974
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.578856702776164, tolerance: 1.3758387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.98089435650746, tolerance: 2.0280750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.93845954034151, tolerance: 2.02869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.647725455840337, tolerance: 1.631195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.39788811903576, tolerance: 1.541795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.502583158838156, tolerance: 1.5985550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.50691832614262, tolerance: 1.8406187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.46340364670143, tolerance: 1.5317487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.132770472019153, tolerance: 1.63718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.015399987644166, tolerance: 1.7857549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.49191924836166, tolerance: 1.52016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.543866146464563, tolerance: 1.7879200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.831014167313178, tolerance: 2.337395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.314853394275534, tolerance: 2.0767949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.873478275710637, tolerance: 1.5962387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.131422507324274, tolerance: 1.7312750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.04513685521672, tolerance: 1.447955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.74373891930635, tolerance: 1.60158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.27592493927379, tolerance: 1.8489887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.904154444578598, tolerance: 1.7979887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.52531484459444, tolerance: 1.77603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.33990220996859, tolerance: 1.7118887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.658521671498836, tolerance: 1.46266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.560197185666436, tolerance: 1.41209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95800376680622, tolerance: 1.82844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.399052177421186, tolerance: 1.8062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.670379391534777, tolerance: 1.7094
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.630370206276115, tolerance: 1.8924387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.369090697212059, tolerance: 1.834755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.816147914804738, tolerance: 1.63738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.547236488307654, tolerance: 1.6564487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.231556962702918, tolerance: 1.99638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.940291325601116, tolerance: 1.81121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.888211345582846, tolerance: 1.6605
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.28228556032553, tolerance: 1.615355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.828064501983526, tolerance: 1.74228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.21735471870517, tolerance: 2.0573550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.26448748113564, tolerance: 1.76203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.31881989906156, tolerance: 2.00359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.714116404697194, tolerance: 2.09868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01223563900698, tolerance: 1.4757550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.450093659338663, tolerance: 1.8100887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.699999139599687, tolerance: 1.6243950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.325870370489207, tolerance: 1.4585949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.552061157729916, tolerance: 1.83779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.040100039078045, tolerance: 1.3860387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.68741449694472, tolerance: 1.9855949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.8974977935348, tolerance: 1.7620887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.10756951587731, tolerance: 1.58068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.92060018661681, tolerance: 2.38812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.816156115370818, tolerance: 1.9109387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.431623472368216, tolerance: 1.68878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.917548565742884, tolerance: 1.77042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.126338204762074, tolerance: 1.50959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.932304402612367, tolerance: 2.09281875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.511391998916178, tolerance: 1.9051199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.098518779602667, tolerance: 1.42529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.4134601417159, tolerance: 2.32563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.07753881719593, tolerance: 1.8427887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.53061818764121, tolerance: 2.222555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.708783102943286, tolerance: 1.76139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.684811461202976, tolerance: 1.80048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.934315875136754, tolerance: 1.59476875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.26101192988568, tolerance: 2.30888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.379215204195933, tolerance: 2.25742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.992933056954183, tolerance: 1.839755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.17204207880432, tolerance: 2.2327987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.697637831034264, tolerance: 2.25843875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.752069401366327, tolerance: 1.7614987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.806850141749322, tolerance: 1.7337887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.719026147708256, tolerance: 1.9386387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.849286905771894, tolerance: 2.151195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.063294309403112, tolerance: 2.0835549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.306300555259348, tolerance: 1.747155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.00874695399883, tolerance: 1.6836487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.427237746468684, tolerance: 1.86069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.38767628526634, tolerance: 1.6835949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.737319362165742, tolerance: 2.05489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.045251184517124, tolerance: 2.1568799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.574867619526863, tolerance: 2.17424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.576455204983656, tolerance: 1.61881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.538007686347264, tolerance: 1.6784200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.80565429174221, tolerance: 1.86929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.151005786780765, tolerance: 1.721475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.83267605095575, tolerance: 2.3721200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.937206606012204, tolerance: 1.53058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.456270474283833, tolerance: 1.3093949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.695195547923534, tolerance: 1.9598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.968167852182813, tolerance: 1.9265687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.586672731920437, tolerance: 1.68768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.186086157094504, tolerance: 1.9142750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.849328151312637, tolerance: 1.6926887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.518200533279614, tolerance: 2.0886799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.911633444479545, tolerance: 1.80096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.98205806587026, tolerance: 1.69871875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.481372305771533, tolerance: 2.4230987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.50652455624277, tolerance: 1.74069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.332254879697334, tolerance: 2.0213200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.3845093744349, tolerance: 1.90174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.07372909718964, tolerance: 1.4368200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.960037652663583, tolerance: 1.9029949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.477155507036905, tolerance: 2.44023875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.770639606980932, tolerance: 1.63328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.229451488685914, tolerance: 2.04068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.884667921946512, tolerance: 2.1125387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.333563976148508, tolerance: 2.12228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.627350111324503, tolerance: 1.87008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.16226253985049, tolerance: 1.9655949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.679680607661968, tolerance: 2.2204800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.807036923363246, tolerance: 1.6623487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.17673865008606, tolerance: 1.91382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.03615004066269, tolerance: 1.986475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.798347742510035, tolerance: 2.255275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.767541780406212, tolerance: 2.17898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.081290155917795, tolerance: 1.6822000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.64150029207272, tolerance: 1.9759887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.47266852758153, tolerance: 2.02256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.499281800679917, tolerance: 2.160755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.164591991860384, tolerance: 1.539555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.496528552951887, tolerance: 1.9435949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.78114289530668, tolerance: 1.7355949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.729604325538087, tolerance: 2.07724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.25012508264698, tolerance: 1.844
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.79735465613182, tolerance: 1.6866387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.610336587007872, tolerance: 1.86798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.929180142414879, tolerance: 2.069395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.005087666443888, tolerance: 1.8371949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.709056556248925, tolerance: 1.9754887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.096160542684785, tolerance: 2.1190387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.29691463560087, tolerance: 2.18689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.624851600294875, tolerance: 2.29776875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.039278021575317, tolerance: 2.4921949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.106329913681463, tolerance: 2.37699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.366510256328855, tolerance: 1.8716887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.22757100529975, tolerance: 2.30708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.822412895688732, tolerance: 1.89218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.610061637982785, tolerance: 2.31099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.58281254324544, tolerance: 1.74966875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.716569556434834, tolerance: 2.1393
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.040501475538623, tolerance: 2.098595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.84513596770157, tolerance: 1.6845200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.222465806294636, tolerance: 1.7173200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.845218824300968, tolerance: 2.3570687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.395478658499304, tolerance: 1.7591887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.453509902890527, tolerance: 2.2110887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.212035317994154, tolerance: 2.1148487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.60514622256995, tolerance: 1.8863
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.187934913544073, tolerance: 1.6865687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.844805748750236, tolerance: 1.6845549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.242732595390983, tolerance: 2.0404
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.968388941936873, tolerance: 2.0309987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.957709973702652, tolerance: 2.7774
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.33736197410241, tolerance: 2.00028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.671329814367507, tolerance: 2.18662
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.89692534509854, tolerance: 1.83434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.642181691569267, tolerance: 1.89974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.664284186682043, tolerance: 2.07349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.239472610574511, tolerance: 1.39579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.237300624352077, tolerance: 1.7583550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.692107930736576, tolerance: 1.94648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.691631775551727, tolerance: 2.3858200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.51283596125608, tolerance: 2.042555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.347539387655747, tolerance: 2.24231875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.37956272821225, tolerance: 2.0417487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.337956697187813, tolerance: 1.6835950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.60765369444784, tolerance: 1.94804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.74947444628695, tolerance: 1.8126887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.996555492210202, tolerance: 2.1952000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8065609252253, tolerance: 2.0937799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.1970015578903, tolerance: 1.71622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.21408837162359, tolerance: 1.51369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.127350503536356, tolerance: 1.80374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.346547431797667, tolerance: 2.0476887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.52927334679813, tolerance: 1.8266987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.932699928164304, tolerance: 2.1186200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.563487480417024, tolerance: 2.3063949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.33881969297323, tolerance: 2.207395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.120059060312382, tolerance: 2.0297
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.578861527915233, tolerance: 1.6953887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.826056471133896, tolerance: 1.810675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.773011835245924, tolerance: 2.45504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.574693462599207, tolerance: 2.11374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.701163786804653, tolerance: 1.93202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.216688879586712, tolerance: 2.01591875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.90839941552447, tolerance: 1.7075387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.538434165821378, tolerance: 1.43011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.09287132509189, tolerance: 2.29238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.429812353653208, tolerance: 1.9540187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.668898871340843, tolerance: 1.5887187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.607646755981854, tolerance: 1.7494687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.751654604357887, tolerance: 1.36164875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.771927150756625, tolerance: 2.1217550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.834132751175657, tolerance: 1.771875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.25598387955678, tolerance: 1.97751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.50124688000085, tolerance: 1.76781875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.409235124830122, tolerance: 1.8639387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.49196359274258, tolerance: 1.6581949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.670041261355266, tolerance: 1.74309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.986250351736299, tolerance: 1.7697887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.645017866998497, tolerance: 1.96736875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.892054715749234, tolerance: 2.0873950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.089855835708615, tolerance: 2.10371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.579433457200867, tolerance: 1.92858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.0511812185177, tolerance: 2.0962887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.825262832795783, tolerance: 2.11006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.87106107718704, tolerance: 2.0953487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.494656235629428, tolerance: 2.2945387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.45790743863336, tolerance: 1.75779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.567030612115726, tolerance: 2.01968875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.98696875668691, tolerance: 1.77349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.26525764030275, tolerance: 1.4422887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.90437802274897, tolerance: 2.054155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.91188377087428, tolerance: 1.83043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6065408600976, tolerance: 1.885755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.618246267838973, tolerance: 2.40236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.355262567304237, tolerance: 2.10499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.550273806236305, tolerance: 2.15523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.687729833729065, tolerance: 1.75499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.753313714177775, tolerance: 2.213075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.193376530214056, tolerance: 2.185355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41346379482348, tolerance: 1.398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.743236793526773, tolerance: 1.967755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.0464166274996, tolerance: 1.8757387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.732257286406945, tolerance: 1.5533549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.553298897893892, tolerance: 1.7199949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.847453442730684, tolerance: 1.6995200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.781259091689183, tolerance: 1.86864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.479817513360462, tolerance: 2.085355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.204071899953714, tolerance: 2.29089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.284179787184623, tolerance: 2.2925987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.995173002910988, tolerance: 2.06588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.180682885354983, tolerance: 2.0978887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9938842501662, tolerance: 1.82549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.075040343326084, tolerance: 1.6180387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.288483587110038, tolerance: 2.127995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.148487359656425, tolerance: 2.187275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.952894667621782, tolerance: 1.74809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.75342802339322, tolerance: 2.0155987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.568695890333984, tolerance: 1.6061487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.775819157522776, tolerance: 1.9115550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.879950312416373, tolerance: 1.9091800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.84233980901956, tolerance: 1.8532487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.260548471090086, tolerance: 1.7914487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.608833786023048, tolerance: 1.84884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.774002625537461, tolerance: 1.6911
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.954336274115207, tolerance: 1.99751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.439670223192323, tolerance: 2.0754187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.007498803924125, tolerance: 1.8891
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.293067246074294, tolerance: 1.9034200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.92377869836325, tolerance: 1.8074387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.997490637997274, tolerance: 2.0797800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.305825759466398, tolerance: 2.0244387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.981356253542664, tolerance: 1.7981800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.884662123296827, tolerance: 2.260395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.603921565778563, tolerance: 2.3540887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.000736672782587, tolerance: 2.0693187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.863612929482802, tolerance: 1.91739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.208372316080215, tolerance: 2.305755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.51216624560432, tolerance: 1.9107987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.394453167585173, tolerance: 2.38599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.580216885652458, tolerance: 1.35362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.940965115922877, tolerance: 2.086795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.67259987891507, tolerance: 2.03443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.11183470031894, tolerance: 1.7928387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.837723976195676, tolerance: 1.9942487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.650121928496858, tolerance: 1.9341199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.355113120926, tolerance: 2.64138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.665174330358017, tolerance: 1.8629187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.17227212602546, tolerance: 2.26848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.044763461340125, tolerance: 1.9028887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.253504449596488, tolerance: 1.9210799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.072310431859426, tolerance: 1.47258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.382340749824436, tolerance: 2.309755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.95647831942705, tolerance: 2.54839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.706399769646183, tolerance: 2.1609949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.279774820554756, tolerance: 1.8503800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.608003358832985, tolerance: 2.3732200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.0019307220696, tolerance: 1.991155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.153408636841279, tolerance: 1.8507950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.089613828482467, tolerance: 1.8017950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.993022359116424, tolerance: 2.104355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.26930486821796, tolerance: 1.7710000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.18306652613337, tolerance: 1.8815987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.585139005825035, tolerance: 2.33139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.768453060571083, tolerance: 1.74544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.90473925488984, tolerance: 1.84559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.121913746079453, tolerance: 1.6030200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.21329887987777, tolerance: 2.011
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.524040472663698, tolerance: 2.3164000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.443262399799735, tolerance: 1.9186387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.621376099221948, tolerance: 1.7478200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.551197407951783, tolerance: 2.2531387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.180766946111735, tolerance: 1.9019199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.65431411569658, tolerance: 1.7993387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.306287865856664, tolerance: 2.29088875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.438544705305702, tolerance: 1.84473875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.653594827470528, tolerance: 1.836275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.059270379063715, tolerance: 1.89828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.591207100415723, tolerance: 2.27083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.121514567131705, tolerance: 2.18892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.563863720158267, tolerance: 2.0387887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.503549344485414, tolerance: 2.1391887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.163511168455393, tolerance: 1.58759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.68550804057256, tolerance: 1.69763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.371123036608115, tolerance: 1.7734750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.711230593716376, tolerance: 1.858155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.019204338478872, tolerance: 2.30839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.149374155711012, tolerance: 1.7610200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.8030178289996, tolerance: 2.36879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.63409155317357, tolerance: 2.15179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.42943870604495, tolerance: 1.9457387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.023812874282115, tolerance: 2.24323875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.605874950100677, tolerance: 2.204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.31971971822473, tolerance: 1.9799550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.71626959112398, tolerance: 1.809155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.52553119190965, tolerance: 1.8221387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.993596086906038, tolerance: 1.9331887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.654981941081687, tolerance: 2.199275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75181090524781, tolerance: 2.3349487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.15234150275089, tolerance: 1.9753949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.067857852301477, tolerance: 2.0042987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.731607666134693, tolerance: 2.099155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.46922130117651, tolerance: 1.7936200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.217554850004053, tolerance: 2.0182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.10026930842232, tolerance: 2.0777200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.423791031961066, tolerance: 1.9713487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.301296493565964, tolerance: 2.11996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.786121660802383, tolerance: 2.12386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.697171692910693, tolerance: 1.7053
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.979533911184944, tolerance: 2.3929387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.28179402961907, tolerance: 1.38353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.959624279860087, tolerance: 2.0808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.07850471815847, tolerance: 2.09688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.28734913841423, tolerance: 1.591795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.032847439210473, tolerance: 1.70049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.133609021748256, tolerance: 2.06733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.04742712621179, tolerance: 1.4906387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.269864965949385, tolerance: 1.4982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.281990691638992, tolerance: 2.3488687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.368463297215825, tolerance: 1.8406387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.988370072772806, tolerance: 1.9206387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.29166010562437, tolerance: 2.138995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.974269251020253, tolerance: 1.8640387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72288899432427, tolerance: 1.72038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.694052836869911, tolerance: 1.5324887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.725882642988328, tolerance: 2.207475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.51739202650482, tolerance: 2.22964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.47868731992669, tolerance: 1.865355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.246268633026766, tolerance: 1.9649199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.227054004440255, tolerance: 1.7710387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.949333704999905, tolerance: 1.7111387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.39404726136822, tolerance: 2.07822
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.836070225553097, tolerance: 2.01264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.3026039064618, tolerance: 1.99244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.333101568241823, tolerance: 2.095195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.227435918646464, tolerance: 2.08038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.672604595686309, tolerance: 1.89588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.24561253894618, tolerance: 2.1691949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.868981081771109, tolerance: 2.285155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.812930263710896, tolerance: 2.5177387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.47347040526601, tolerance: 2.00562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.128265925275898, tolerance: 1.6896387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.94774992247547, tolerance: 2.345995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.008821760596458, tolerance: 2.3519800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.299880707921876, tolerance: 2.1820887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.371513793810067, tolerance: 1.8945387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.455147484031254, tolerance: 1.70904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.53683613670851, tolerance: 1.96681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.850871139221475, tolerance: 1.7541949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.071344736772033, tolerance: 1.7186750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.395147559156662, tolerance: 2.479995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.643991645599414, tolerance: 2.280355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.53712508163587, tolerance: 2.44069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.623890162915421, tolerance: 1.5464887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57378081764288, tolerance: 1.9015949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.168488078070475, tolerance: 2.0425987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.933660936439924, tolerance: 1.35493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.568049213595927, tolerance: 1.28944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.887362681417308, tolerance: 2.2672487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.287062333547006, tolerance: 1.7005687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.027336568781134, tolerance: 2.25158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.370753392557543, tolerance: 2.66698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.584771226900823, tolerance: 2.06721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.811411791426274, tolerance: 2.16434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.47280793151902, tolerance: 1.6898000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.947928938864926, tolerance: 2.40923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.763153954253678, tolerance: 1.6082687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.94770903389028, tolerance: 1.8719387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.754822989787094, tolerance: 1.92418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.356758068131107, tolerance: 2.183555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.46210722582056, tolerance: 1.75918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.9402998201365, tolerance: 2.0657887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.301379196088632, tolerance: 1.96746875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.64312275119636, tolerance: 2.25378875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.737899034025656, tolerance: 1.7008200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.454830339301402, tolerance: 1.7155387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.278448536666527, tolerance: 1.6879487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.95184911845773, tolerance: 1.6836187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.361309858689253, tolerance: 1.5851187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.90362123668414, tolerance: 1.45853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.283318189435292, tolerance: 1.54178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.650593017817958, tolerance: 1.2680200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.7217197572214, tolerance: 1.5271387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.863725200775363, tolerance: 1.72996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.006063241776598, tolerance: 1.7995200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.22614004831775, tolerance: 1.8741200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.483676768964514, tolerance: 1.326395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.800406881776302, tolerance: 1.440795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.652581648452312, tolerance: 1.6984750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.43937205177637, tolerance: 1.672075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.67125114231928, tolerance: 1.4625949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.93005528395904, tolerance: 1.5676487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.276930984647954, tolerance: 1.6746200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.158160288654493, tolerance: 1.615595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.333843474601807, tolerance: 2.151875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.48085538912303, tolerance: 1.8090187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.253999587882806, tolerance: 2.011955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.66422977494495, tolerance: 1.29568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.919827451696012, tolerance: 1.545395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.809932335995242, tolerance: 1.98793875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.24945675834066, tolerance: 2.0974887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.882431033247666, tolerance: 2.313075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.7113817772022, tolerance: 1.20071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.44601866775343, tolerance: 1.22026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.060503922832208, tolerance: 1.342395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.785514827911843, tolerance: 1.8600387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.2801348609606, tolerance: 1.55351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.736088752319983, tolerance: 1.42299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.218822320343023, tolerance: 1.60614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.807174165649087, tolerance: 1.19688875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.21408779821735, tolerance: 1.50354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.341554395722152, tolerance: 2.01378875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.253900140367634, tolerance: 1.7198387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.140244032189994, tolerance: 1.713755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.258055634874417, tolerance: 1.726355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.183219371669566, tolerance: 1.5561950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.435233563134556, tolerance: 1.6803887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.463552523763546, tolerance: 1.4606887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.120655177675697, tolerance: 1.33418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.651595890062385, tolerance: 1.80839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.017825424065304, tolerance: 1.82249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.298663882245982, tolerance: 1.68959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.520512880177073, tolerance: 1.512355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.667954403389274, tolerance: 1.31906875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.38572547896063, tolerance: 1.9685549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.341172851156667, tolerance: 1.88254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.454162569008222, tolerance: 1.64418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62317740905605, tolerance: 2.04639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.944367936650828, tolerance: 1.770755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.66328958579446, tolerance: 1.84296875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.389148955723034, tolerance: 1.7862200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.937899025034923, tolerance: 1.6405949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.56458134812596, tolerance: 1.5782200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.140663739321017, tolerance: 1.647355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56991511328385, tolerance: 1.59618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.317298420205761, tolerance: 1.6948387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.86360397303766, tolerance: 1.6833949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.823658787016846, tolerance: 2.152555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.908113995799045, tolerance: 1.29428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.519544656495803, tolerance: 1.712555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.848141397874183, tolerance: 1.6196387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.76052481787311, tolerance: 1.81249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.21971320559852, tolerance: 1.10958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.987208883705613, tolerance: 1.67694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.029101496874166, tolerance: 1.523755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.981756690518388, tolerance: 1.73178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.913896309899723, tolerance: 1.8541487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.33047335897958, tolerance: 1.4463887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.359090615126156, tolerance: 1.9499187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.535554950527764, tolerance: 1.4761187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.34788683360592, tolerance: 1.54068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.98360040445089, tolerance: 1.722955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.268457569921715, tolerance: 1.72998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.645762507988415, tolerance: 2.06579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.241751524798076, tolerance: 2.0181799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.500302766262685, tolerance: 1.48204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.01114736925372, tolerance: 1.769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.697683835894345, tolerance: 2.11278875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.07784128084369, tolerance: 2.16884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.825182478227077, tolerance: 1.7956387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.248557458595577, tolerance: 1.60228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.514812629337825, tolerance: 1.7509949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.979738680318118, tolerance: 1.3389950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.50537992277563, tolerance: 1.6546200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.833998169558807, tolerance: 1.7126750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.138837999838586, tolerance: 1.3646887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.188908066971596, tolerance: 1.3584387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22585985063091, tolerance: 1.6767200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.961054251787282, tolerance: 1.43744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.962980561357803, tolerance: 2.0881799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.359263167887903, tolerance: 1.23288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.924599260999383, tolerance: 1.5805487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.564021117339273, tolerance: 1.484755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.557517035029086, tolerance: 1.59934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.14431388317125, tolerance: 1.500595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.358224113135506, tolerance: 1.61698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.129664777878082, tolerance: 2.13116875
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.32874966489585, tolerance: 2.32596875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.88570969547847, tolerance: 2.09176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.622259835644172, tolerance: 2.0158799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.01285311782677, tolerance: 2.04343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.692399998853816, tolerance: 1.688195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.335354283139935, tolerance: 2.06608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.47772950702501, tolerance: 2.156755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.233753946496144, tolerance: 1.6935949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.732133461012374, tolerance: 1.68179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.806401710957424, tolerance: 1.7271887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.75248621103674, tolerance: 1.9817887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.727000843067625, tolerance: 1.6895549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.121444022324447, tolerance: 2.2629887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.291277617787713, tolerance: 2.12082
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.71364448760998, tolerance: 1.7481487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.265041075481186, tolerance: 1.6761387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.188064723330065, tolerance: 2.148155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.91352552221143, tolerance: 2.07986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.13823136939184, tolerance: 2.60711875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.562296771385796, tolerance: 1.8537887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.72930117841325, tolerance: 2.2989887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.05027562338286, tolerance: 2.08582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.689920126840363, tolerance: 2.18309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.274248509669846, tolerance: 2.1190200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.951291056841761, tolerance: 2.03114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.72957334775054, tolerance: 1.9055549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.56624634173939, tolerance: 1.8234750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.217737465461035, tolerance: 1.8961387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.104439326769786, tolerance: 1.61533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.61421821609068, tolerance: 2.7292887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.97150821785614, tolerance: 2.35303875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.314272435741756, tolerance: 2.15724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.0701511987007, tolerance: 1.7677549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.775939371004675, tolerance: 1.97481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.251047402183488, tolerance: 1.78248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.124941820890356, tolerance: 1.84969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.01268553941363, tolerance: 1.9445987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.9418723599344, tolerance: 1.587395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.886548011997306, tolerance: 1.90772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.02757726020488, tolerance: 2.0985199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.12726069839444, tolerance: 2.02641875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.82287035159807, tolerance: 1.8677487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.52870997531312, tolerance: 2.53531875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.115077340523143, tolerance: 2.2105887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.59562705004028, tolerance: 2.0603549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.097352231004415, tolerance: 2.2435387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.03758994077077, tolerance: 2.3721949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.021647896787208, tolerance: 2.142795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.072025626114453, tolerance: 1.56418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.61677783581964, tolerance: 1.4871487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.15608543049905, tolerance: 2.2352799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.053516949623752, tolerance: 1.88619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.337711615410235, tolerance: 1.9907887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.187373482762105, tolerance: 1.98792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.84689445843644, tolerance: 1.8414000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.134770127644664, tolerance: 1.8066200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.77264332105384, tolerance: 1.50209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.400091171741678, tolerance: 1.6847949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.736517039669039, tolerance: 1.91938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.18019055911869, tolerance: 2.23628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.92518883675789, tolerance: 1.61899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.891995790378445, tolerance: 2.0709487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.80279927419837, tolerance: 2.00983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.060254502342815, tolerance: 2.1530750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.672359591844746, tolerance: 1.45593875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.98117110129304, tolerance: 2.09536875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.62671484051677, tolerance: 1.7856200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.84371447606474, tolerance: 1.81026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.386270271165642, tolerance: 1.77638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.02193814548493, tolerance: 2.07424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.492293317914257, tolerance: 1.7048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.21511518213194, tolerance: 1.58821875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.67753188223237, tolerance: 1.9097887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.318189349895135, tolerance: 1.955875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.962516053204844, tolerance: 1.9475887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.68583387066694, tolerance: 2.1019
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.449665287101, tolerance: 2.5005800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.119177803432265, tolerance: 2.0438799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.828322483669652, tolerance: 1.796155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.043999910324835, tolerance: 1.9641887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.36407005126339, tolerance: 2.2778750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.160816106685814, tolerance: 2.07748875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.21738119283184, tolerance: 2.136555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.49723256617882, tolerance: 2.23568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.886556858354332, tolerance: 1.797555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.4507406447538, tolerance: 2.1740387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.02817375350487, tolerance: 2.19498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.98873243856088, tolerance: 2.1096887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.808817258215505, tolerance: 2.09672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.95623519959615, tolerance: 1.665155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.78112810221971, tolerance: 1.602355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.129567995547575, tolerance: 1.8726
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.8489195665349, tolerance: 1.61392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.680421448654776, tolerance: 1.6617187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.016326591783013, tolerance: 1.874555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.02621544185076, tolerance: 1.9235887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.245369820901544, tolerance: 1.74098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.555004877056476, tolerance: 2.010475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.521966598604585, tolerance: 2.25482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.548139827923798, tolerance: 2.04383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.12180691370645, tolerance: 2.211595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.152413652477485, tolerance: 1.57763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.886886919978508, tolerance: 2.027195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.203022199588098, tolerance: 1.6349200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.652208625690346, tolerance: 1.5880387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.437121766652126, tolerance: 1.8147887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.318748722607467, tolerance: 2.04211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.956450863226394, tolerance: 2.12728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.018533121952014, tolerance: 1.59579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.31648436127012, tolerance: 1.85508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.800272103926797, tolerance: 1.31828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.492834253243547, tolerance: 2.36481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.361588452351217, tolerance: 2.252475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.12912745983101, tolerance: 1.7324487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.53805976330672, tolerance: 1.707275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.056898080352425, tolerance: 1.49798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.008069461568738, tolerance: 1.80364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.68040266017347, tolerance: 1.529155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.2712177776437, tolerance: 2.2405549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.275933981218003, tolerance: 1.335795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.35490986169701, tolerance: 1.8190887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.950051341879373, tolerance: 1.823355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.694073786786895, tolerance: 1.70438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.783347393380218, tolerance: 1.97539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.39334171461514, tolerance: 1.7193387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.609902819363782, tolerance: 1.459275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.67133982557769, tolerance: 1.5980200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.162324175921825, tolerance: 1.69573875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.39613399849084, tolerance: 1.902155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.219909830860942, tolerance: 1.61578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.649839522844175, tolerance: 1.6085200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.583574480430908, tolerance: 1.9372800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.194934791806823, tolerance: 1.86504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.406261280693364, tolerance: 1.477955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.627998415174233, tolerance: 1.81434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.101190082209982, tolerance: 1.7585487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.336819106592532, tolerance: 1.8392000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.330279288027523, tolerance: 1.9721949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.300064669217132, tolerance: 2.0723800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.637689093452042, tolerance: 2.04204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.44372422689868, tolerance: 1.27928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.457851252291803, tolerance: 2.1735949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.472050759587983, tolerance: 1.55553875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.518072971715547, tolerance: 1.590555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.409059908933166, tolerance: 1.7451549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.616335929020524, tolerance: 1.66701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.111032904876197, tolerance: 1.64324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.88072394934234, tolerance: 1.9475187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.47742022775785, tolerance: 1.9833387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.661411071718895, tolerance: 2.23674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.518345228036917, tolerance: 2.0194487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.818307839196287, tolerance: 1.9633800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.92255104786198, tolerance: 1.7314687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.742282717282812, tolerance: 2.26652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.729967593164748, tolerance: 1.9763549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.484785457992427, tolerance: 1.7839199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.700011198984882, tolerance: 2.02598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.816570400075634, tolerance: 1.7075950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.776501840660803, tolerance: 1.92674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.41001021092968, tolerance: 2.0257487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.821353541174794, tolerance: 1.685275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.6710399372878, tolerance: 2.081675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.651913090857676, tolerance: 1.9859387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.655297591927173, tolerance: 1.6260000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80366868777188, tolerance: 2.0462687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.31056427622042, tolerance: 2.24682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.599832317254569, tolerance: 1.603755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.01239144669716, tolerance: 1.781155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.601381874394837, tolerance: 1.560955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.306230318966897, tolerance: 2.11754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.940660359875793, tolerance: 2.38688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.327445342656084, tolerance: 1.59103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.80097624915737, tolerance: 1.90428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.102208226459126, tolerance: 2.40409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.856243914294545, tolerance: 1.5181950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.52330940518549, tolerance: 1.7910387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.181073553058578, tolerance: 1.6290887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.918257637402554, tolerance: 1.319275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.71963247017061, tolerance: 1.60314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.835086786871294, tolerance: 1.70583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.762284084312807, tolerance: 1.8617200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.492306070730045, tolerance: 1.64034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.738015839653627, tolerance: 1.8159549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.747262493368616, tolerance: 1.70326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.512229818668192, tolerance: 1.61629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.42982986970658, tolerance: 1.451195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.804674783729617, tolerance: 1.7687387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.728721619828004, tolerance: 1.55809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.817723005729306, tolerance: 1.6904750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.86140535771916, tolerance: 1.9271800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.38769974372388, tolerance: 1.63588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.083281656142578, tolerance: 1.81824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.254387244265352, tolerance: 2.2127800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.268070425446396, tolerance: 1.47844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.742569330180288, tolerance: 1.9905887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.129928127533677, tolerance: 1.51199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.75423235473587, tolerance: 1.6063
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.94911102749478, tolerance: 1.90118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.971422823400992, tolerance: 1.85066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.872549164167935, tolerance: 2.09819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.3955518799652, tolerance: 1.7330200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08959149322036, tolerance: 1.39898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.368887206398174, tolerance: 1.48032
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.054123396297534, tolerance: 1.64998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.59046733558148, tolerance: 1.845155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.06573434919388, tolerance: 1.7687199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.651377394224156, tolerance: 2.11349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.57500227248712, tolerance: 1.6723987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.2706638556456, tolerance: 1.135955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.92351535078539, tolerance: 1.8184
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.93321199375674, tolerance: 1.5310000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.462913481349695, tolerance: 1.2692387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.388606564701638, tolerance: 1.60668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.371098470328995, tolerance: 1.741955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.898215084608488, tolerance: 2.2574987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.43582886334271, tolerance: 1.41182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.096461875497404, tolerance: 1.5223200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.224747961206997, tolerance: 1.4184687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.705570957544793, tolerance: 1.8551487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.460103784551634, tolerance: 1.48028875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.16656293453741, tolerance: 1.37149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.889819330608177, tolerance: 1.9239549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.74695021823048, tolerance: 1.3830487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.478478180663416, tolerance: 1.7107949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.942090454570085, tolerance: 1.9097549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.26847082582108, tolerance: 1.7536487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.99790061850444, tolerance: 1.4728200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.212809449244563, tolerance: 1.4265200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37439624581424, tolerance: 1.65306875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.855145133247646, tolerance: 1.9073887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.194258742133465, tolerance: 1.5351550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.11817229886888, tolerance: 1.9405387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.82472056330914, tolerance: 1.3098887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.675384438525214, tolerance: 1.7494887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.35270661597875, tolerance: 1.51234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.226562080461726, tolerance: 1.7456387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.414507788412767, tolerance: 1.6938799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.923324564641472, tolerance: 1.83819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.505067042737803, tolerance: 1.9921487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.50386991853307, tolerance: 1.4481950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.35315859333351, tolerance: 1.328395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.84407482697819, tolerance: 2.3946
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.94814967107106, tolerance: 1.62644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.3228762219281, tolerance: 1.9400487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.259211696554225, tolerance: 1.6887949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.460135542939287, tolerance: 1.5504387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.714288008588223, tolerance: 1.55748875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.799134296062594, tolerance: 1.9017950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.180475926779467, tolerance: 1.31138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.734395746279787, tolerance: 1.50498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.401340095906285, tolerance: 1.7838687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.91708889107739, tolerance: 1.9639199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.860649164435845, tolerance: 1.5769199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.76541000390055, tolerance: 1.4852887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.81996272660149, tolerance: 1.48818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.430055393877094, tolerance: 1.22612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.855153651729848, tolerance: 1.6835987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.940449389763735, tolerance: 1.725955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.29227316880519, tolerance: 1.5614799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.45834241472446, tolerance: 1.9684750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.83310731319328, tolerance: 1.71622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.889924696478076, tolerance: 1.7048750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.194210580898638, tolerance: 1.8429487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.112036554135477, tolerance: 1.3547550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.163608630272584, tolerance: 1.59849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.49495166589815, tolerance: 1.2931000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.3314506401257, tolerance: 1.2170750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.169338225887623, tolerance: 1.44328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.992850873949347, tolerance: 1.5546200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.723783340292783, tolerance: 1.57388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.554945424332335, tolerance: 1.59918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.76122985547937, tolerance: 1.621955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.06229437717654, tolerance: 1.77588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.16056876520943, tolerance: 1.6165549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.4334943316966, tolerance: 1.247595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.005528060710212, tolerance: 1.768555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.5400875879933, tolerance: 1.6942887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.321604493164266, tolerance: 1.82814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.7915500262733, tolerance: 1.325555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.587301493554964, tolerance: 1.71242
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.40197040999639, tolerance: 1.34189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.723070153033575, tolerance: 1.771675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.485340163991431, tolerance: 1.2640887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.869372955188542, tolerance: 1.5546
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.62936623610006, tolerance: 1.477475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.49023723806635, tolerance: 1.643755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.172274895784135, tolerance: 1.62061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.43197774282919, tolerance: 1.7024887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.16710581640185, tolerance: 1.37589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46669243116738, tolerance: 1.71264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.006940920515085, tolerance: 1.8367949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.574184091734136, tolerance: 0.9522200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.137942932306906, tolerance: 1.36708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.21915880691108, tolerance: 2.18626875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.15647155199941, tolerance: 1.77426875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.203905348691997, tolerance: 1.53269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.232337668037882, tolerance: 1.753555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.638785040199046, tolerance: 1.35474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.890818856078937, tolerance: 1.5319887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.108831299979578, tolerance: 1.7043000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.11641941735815, tolerance: 2.2629487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.536356506620287, tolerance: 1.4960200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.180577859701234, tolerance: 2.2628887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.514509476223175, tolerance: 1.7440200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.81444768672518, tolerance: 1.9983487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.236406544299626, tolerance: 2.3114887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.892301481572211, tolerance: 1.7001487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.323648266332853, tolerance: 1.911675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.0337465065258, tolerance: 1.8982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.348417939268764, tolerance: 2.6005949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.889037231692548, tolerance: 1.9808387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.14270384737038, tolerance: 2.3335487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.03323603152223, tolerance: 2.16222
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.279833346780206, tolerance: 1.260955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.725829749966177, tolerance: 1.57889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.137404760278322, tolerance: 2.1138987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.760310699517387, tolerance: 1.64596875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.97797633105212, tolerance: 2.11002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.23353022313922, tolerance: 1.95389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.935041929831279, tolerance: 1.4384750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.021070043047693, tolerance: 1.86289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.610505132264862, tolerance: 1.8791200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.481614160940584, tolerance: 1.9140750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.153522179982, tolerance: 2.2819000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.420170518811215, tolerance: 2.2760487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.79897315124975, tolerance: 1.704955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.34297290190269, tolerance: 1.7155949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.17195060496906, tolerance: 1.9212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.935499259202835, tolerance: 2.3322387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.70912104696649, tolerance: 1.484275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.74534711714211, tolerance: 1.746555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.96116837302499, tolerance: 1.80378875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.758964513748644, tolerance: 1.7715800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.531142175633136, tolerance: 1.93719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.625754499458047, tolerance: 2.0267549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.464022465876372, tolerance: 1.7118200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.69356295627161, tolerance: 1.61048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.63934463249058, tolerance: 1.45338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.50835695155446, tolerance: 1.97568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41039643304012, tolerance: 1.8625387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.462953516188097, tolerance: 1.8561487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.703051733876023, tolerance: 1.46439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.950199760915517, tolerance: 2.0514200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.540740052980443, tolerance: 1.69934875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.102899933998394, tolerance: 1.7699487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.300199395251756, tolerance: 1.82932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.10535102232014, tolerance: 2.21304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.311708618478509, tolerance: 1.6413949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.449190180499876, tolerance: 1.6467799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.741737299052538, tolerance: 1.6577550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.533392058609603, tolerance: 1.8402200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.482581994486631, tolerance: 1.62549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.312566113079697, tolerance: 1.6975187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.33683926880697, tolerance: 1.5357949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.706398954814151, tolerance: 1.49514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.964041800036146, tolerance: 2.048395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.780382197079973, tolerance: 1.6494487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.972838943603739, tolerance: 1.81909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.085205413366143, tolerance: 1.2741
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.939450579859958, tolerance: 1.8963887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.08186230280277, tolerance: 1.8821949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.205070196275038, tolerance: 1.9992987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.667013510339494, tolerance: 2.1799
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.01859977760306, tolerance: 1.9001550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.44538087157508, tolerance: 2.173755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.662013274603318, tolerance: 1.8783887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.793638516056937, tolerance: 2.40098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.322590376967135, tolerance: 1.77996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.857349912330804, tolerance: 1.69326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.08819101601168, tolerance: 1.9266
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.205135482681282, tolerance: 1.9973949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.016464220638852, tolerance: 1.79449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.686062824750717, tolerance: 1.94736875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.252865286765832, tolerance: 1.5819387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.35415590723157, tolerance: 2.2347
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.377669445248273, tolerance: 1.7513949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.186628417899872, tolerance: 1.91879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46025455390591, tolerance: 2.1067487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.241713900752174, tolerance: 1.97729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.22940868536439, tolerance: 2.1173687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.608448872135273, tolerance: 2.033795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.333141198209894, tolerance: 2.4219887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.54419656109367, tolerance: 1.935275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.769149398643256, tolerance: 1.65329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.333311838790266, tolerance: 1.97299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.306759767199154, tolerance: 1.5533949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.986832140797326, tolerance: 2.358755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.040902375267184, tolerance: 1.68189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.5725587079859, tolerance: 1.53838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.509236163605316, tolerance: 1.9037187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.49478217920546, tolerance: 2.25754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.242477720957414, tolerance: 1.973755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.966575004719594, tolerance: 2.17972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.259857634480507, tolerance: 2.1345199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.84963121380273, tolerance: 1.9747887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.893533314647467, tolerance: 2.0724887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.91664601286842, tolerance: 2.06344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.187706871464414, tolerance: 1.94848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.763226399328186, tolerance: 1.779955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.571751027888762, tolerance: 2.23933875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.57029291212001, tolerance: 2.06539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.49743939116609, tolerance: 1.8819949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.233905152610948, tolerance: 2.0031549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.471510562712453, tolerance: 2.0755199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.29673300175088, tolerance: 1.5311949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.492673371555938, tolerance: 2.3779549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.92099460659991, tolerance: 2.19493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.208429154822014, tolerance: 1.9933687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.20310382251263, tolerance: 1.9048987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.48575864946479, tolerance: 1.5740750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.903588023266284, tolerance: 2.07598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.559386474443937, tolerance: 2.4718750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.117730111278902, tolerance: 1.96529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.06098716442679, tolerance: 1.8637549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.10127995888979, tolerance: 1.77433875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.23920422559212, tolerance: 1.6246200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.239349307512192, tolerance: 2.0084487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.53463592606926, tolerance: 2.11483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.692812269230554, tolerance: 1.78538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.660049052651878, tolerance: 2.19386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.861867091788827, tolerance: 2.02379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64096764180678, tolerance: 2.1571487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.572951109717856, tolerance: 2.007675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.21553719866695, tolerance: 2.0710200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.328108513267699, tolerance: 2.04294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.557092344962047, tolerance: 2.0915549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.184406806077853, tolerance: 1.86218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.476171296459512, tolerance: 2.26972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.55829669541968, tolerance: 2.068155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.744197895415667, tolerance: 1.99274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.592763174862355, tolerance: 2.091795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.616571316180067, tolerance: 1.88352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.83301834857952, tolerance: 2.19803875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.097996557586534, tolerance: 1.81638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.92655015032501, tolerance: 1.71481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.22849059512708, tolerance: 1.7572750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.180017775008796, tolerance: 2.4075487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.50596881516171, tolerance: 2.4939199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.471240272430467, tolerance: 1.6671949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.18999884792646, tolerance: 1.8719549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.773054102183274, tolerance: 1.80674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.4260471092051, tolerance: 1.9946750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.425120000802849, tolerance: 1.9933800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.942319264234495, tolerance: 2.32871875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.875660395977352, tolerance: 2.7670000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.115064212702457, tolerance: 1.75233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.483245064816806, tolerance: 2.46712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.24501944818814, tolerance: 1.54718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.002520071686845, tolerance: 1.74024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.631427341195428, tolerance: 1.6188200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.001010629901295, tolerance: 2.0848799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.951945798547143, tolerance: 2.0359387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.479880321727194, tolerance: 1.96808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.98414464125283, tolerance: 1.73159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.221743737573682, tolerance: 2.4078887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.241340808996714, tolerance: 2.1303949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.387049097856135, tolerance: 1.594395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.62735301231959, tolerance: 1.88374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.850930653905195, tolerance: 2.20089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.418186607829547, tolerance: 2.37372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.230801737814375, tolerance: 2.43743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.66987063758804, tolerance: 1.9939949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.806094552273223, tolerance: 1.97951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.158696582565522, tolerance: 2.4619387500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.78135605073634, tolerance: 1.9834800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.301584158428874, tolerance: 1.6993887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.79402023081984, tolerance: 2.1181949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.64226978042864, tolerance: 2.13848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.855570445551788, tolerance: 2.08371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.655749888659912, tolerance: 2.44252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.942631089939088, tolerance: 1.9943487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.58664245612369, tolerance: 1.4924187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.39065619084168, tolerance: 1.71978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.5350349703903, tolerance: 2.243795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.60732469678387, tolerance: 2.2599
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.41142444729453, tolerance: 1.73039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.825184941986254, tolerance: 1.9567687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08103144295071, tolerance: 1.6814887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.458033263101715, tolerance: 1.84654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.074379782419005, tolerance: 2.26461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.002432484367148, tolerance: 2.09898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.435350483464738, tolerance: 2.3381549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.149922508579582, tolerance: 2.3781987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.974058249603853, tolerance: 2.107555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.82395273238034, tolerance: 2.24203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.647480150870972, tolerance: 2.06592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.649083324437203, tolerance: 1.729475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.636359596121128, tolerance: 2.2317550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.736443641494873, tolerance: 1.8238987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.46239729191001, tolerance: 2.0343
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.058981814044046, tolerance: 1.90041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.530857568666885, tolerance: 2.00728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.78749849924249, tolerance: 1.62342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.932122275505996, tolerance: 1.763555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.649239118393254, tolerance: 1.8203949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.150656928326676, tolerance: 2.1013687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.58383267702006, tolerance: 1.9967949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.335754987661094, tolerance: 1.93612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.92177675406132, tolerance: 2.101555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.20331616242415, tolerance: 2.10639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.069556982293005, tolerance: 1.70204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.704382705709968, tolerance: 1.663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.287465968784606, tolerance: 1.5943887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.304076549631787, tolerance: 1.76864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.71841370772753, tolerance: 1.4403549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.74432165219158, tolerance: 1.60613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.190310493590566, tolerance: 2.12564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72778353738052, tolerance: 1.4503949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.498779593329292, tolerance: 1.669075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.67536823131238, tolerance: 1.94958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.92830560369496, tolerance: 1.9153550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.37896844491003, tolerance: 1.6362687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.548294078450919, tolerance: 1.399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.49145641761973, tolerance: 1.5378200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.887502578210894, tolerance: 1.8537387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.710789025526736, tolerance: 1.7901550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.653311856816956, tolerance: 1.401475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52556898364063, tolerance: 1.59444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.483257872551988, tolerance: 1.79838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.067039423886932, tolerance: 1.7241387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.090486558520322, tolerance: 1.564555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.398884691883094, tolerance: 1.6573
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.880533441228128, tolerance: 1.568675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.415831982787914, tolerance: 1.44579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.438543656825132, tolerance: 1.07818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.415164352610438, tolerance: 1.66374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54295237863086, tolerance: 1.57712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.75064221254175, tolerance: 1.78204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.139790475841828, tolerance: 1.6964750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.14459335024857, tolerance: 1.581995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.452518215788032, tolerance: 2.01884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.903437686808402, tolerance: 1.79653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.742957148387557, tolerance: 2.10068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.3427175602496, tolerance: 1.31848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.451124264676746, tolerance: 1.7960200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.237388153088494, tolerance: 1.5178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.13294911525958, tolerance: 2.3093887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.01429335377103, tolerance: 1.39789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.163063835334725, tolerance: 1.3684387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.782509452464552, tolerance: 1.5905200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.89719912005956, tolerance: 1.81878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.825168042976323, tolerance: 1.4459987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.38461258521803, tolerance: 1.72422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.050187577287893, tolerance: 1.60619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.429754998963375, tolerance: 1.4573
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.96673817357442, tolerance: 1.500955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.717305586233362, tolerance: 1.753195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.325599293880902, tolerance: 1.5354750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.62266128558745, tolerance: 1.9569950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.796413194937564, tolerance: 1.5494200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.0504511519474, tolerance: 1.4113550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.291170154048972, tolerance: 1.56688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.932508867671153, tolerance: 1.4026200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.715969672303597, tolerance: 1.96616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.718943832024223, tolerance: 1.651675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.779923273886865, tolerance: 1.4283387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.426769150663892, tolerance: 1.59332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.543933763352458, tolerance: 1.54203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.453936238587687, tolerance: 1.42569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.065481760206662, tolerance: 1.773955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.821536019899819, tolerance: 1.9342687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.917081945906947, tolerance: 1.682395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.851902510447117, tolerance: 1.62669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.930223131329345, tolerance: 2.198155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.90932182352103, tolerance: 1.64044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.414262478727178, tolerance: 1.59779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.566322460673476, tolerance: 1.8763487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.44680001488011, tolerance: 1.64389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.28447185987622, tolerance: 1.3780750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.860233043376525, tolerance: 1.875555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.108791578619808, tolerance: 1.96541875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.623650998219638, tolerance: 1.64479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.77164203031024, tolerance: 1.593795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.404948281532818, tolerance: 2.16363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.855484531719732, tolerance: 1.66329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.556325438576064, tolerance: 1.73079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.023580478760678, tolerance: 1.76442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.907035123681915, tolerance: 1.65861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.208469480586682, tolerance: 1.9751987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.10971933936349, tolerance: 1.74578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.155926661503475, tolerance: 1.5039550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.992327897601484, tolerance: 1.488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.193790637448274, tolerance: 1.8965887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.89269306162435, tolerance: 1.71151875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.209678304178944, tolerance: 1.5756200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.04951560733919, tolerance: 1.9527987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.921369897901876, tolerance: 1.5747800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.357885706785467, tolerance: 1.8913949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.51691769858526, tolerance: 1.95248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.845086848196097, tolerance: 1.6880387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.310144553938413, tolerance: 1.17158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.025049664387256, tolerance: 1.573155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.489485006637032, tolerance: 1.526595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80344972020869, tolerance: 1.5571550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.88781494229942, tolerance: 1.8202200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.45775063510704, tolerance: 1.9266
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.565563228717306, tolerance: 1.41173875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.991559186785658, tolerance: 1.7963950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.396978789497265, tolerance: 1.707355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.160511971536685, tolerance: 1.49699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.992529966348783, tolerance: 2.07534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.274070689135977, tolerance: 1.8466200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.57152587486592, tolerance: 2.1214799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.71082614962303, tolerance: 1.46993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.13229224949768, tolerance: 1.8377949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.799915877507004, tolerance: 1.98553875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.318115606520694, tolerance: 1.8043887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.367696794571458, tolerance: 2.07949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.299062862968228, tolerance: 2.2123387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.699087795660798, tolerance: 1.8792987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.79204425696962, tolerance: 1.34071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.208105349647475, tolerance: 1.8420487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.355919042423498, tolerance: 1.656355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.214859377026226, tolerance: 1.8362387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.116899849844017, tolerance: 1.9778187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.29763581453222, tolerance: 1.56808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.926411659883387, tolerance: 1.7827199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.93125548052646, tolerance: 1.57253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.48010091402186, tolerance: 1.5856887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.007048945074676, tolerance: 2.3082800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.543317297186967, tolerance: 1.5340887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.615364971685196, tolerance: 2.397955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.3870918672942, tolerance: 2.0222200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.886329998549012, tolerance: 2.0817949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.465522804609098, tolerance: 1.598555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.58912009584563, tolerance: 1.8972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.16228242317867, tolerance: 2.4156987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.72173442218692, tolerance: 2.09622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.411391714448097, tolerance: 2.09592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.75808136795125, tolerance: 2.1944487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.418182934012915, tolerance: 1.9911950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75038628957911, tolerance: 2.03638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.45396020702491, tolerance: 1.6719387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.394904822204005, tolerance: 1.89959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.772163359793133, tolerance: 2.2855987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.423052752344713, tolerance: 1.52814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.230063423747367, tolerance: 1.489755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.283653065164913, tolerance: 2.13163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.225525643850467, tolerance: 1.57734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.032711888238552, tolerance: 2.15852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.068417849445357, tolerance: 1.7475887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.153444081653817, tolerance: 1.5131387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.437049622713417, tolerance: 1.5450387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.866067848928777, tolerance: 1.57401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.532395365965453, tolerance: 1.6385200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.978103764340077, tolerance: 2.01411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.90789157989314, tolerance: 1.94826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37003141424311, tolerance: 2.20344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.382533754053973, tolerance: 1.54086875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.885164671505834, tolerance: 1.98839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.99273179354885, tolerance: 1.996995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.024954563117216, tolerance: 1.8083949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05360508751908, tolerance: 1.9109487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.878418426164863, tolerance: 2.0968750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.912120636511986, tolerance: 2.47759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.34390458366577, tolerance: 1.6243200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.87494851800845, tolerance: 2.14656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.31028267264094, tolerance: 1.7690200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.082235666029458, tolerance: 2.31748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.358891406213832, tolerance: 1.9261549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.426143461912666, tolerance: 2.07618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.42927307868009, tolerance: 2.7085950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.6189810205214, tolerance: 2.1084750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.783791158880884, tolerance: 1.6996200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.105992413997072, tolerance: 1.64679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.490618265067482, tolerance: 2.09822
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.651405270455648, tolerance: 1.7598799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.21575223093191, tolerance: 1.8660200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.05712264105238, tolerance: 1.9105887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.73297516105798, tolerance: 1.9037887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.449401125873162, tolerance: 1.8972487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.42206206941113, tolerance: 1.37619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.791516738571634, tolerance: 1.81609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.0445176016323, tolerance: 1.7317987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.66140874927662, tolerance: 2.277555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.550789020428198, tolerance: 1.79479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.966532915265017, tolerance: 2.3307687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.437842877693882, tolerance: 1.9217949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.520808637532678, tolerance: 2.37832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.019754340585823, tolerance: 1.63693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.875323587019103, tolerance: 1.748155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.021129024677418, tolerance: 2.13769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.4020387656618, tolerance: 2.02014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.037661381944982, tolerance: 1.78904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.513368037084113, tolerance: 1.75044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.472862506784534, tolerance: 1.8703949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.67997138862521, tolerance: 1.8515949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.102311980680792, tolerance: 1.88562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.726165054517118, tolerance: 1.87479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.700417143667423, tolerance: 2.15796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.08248211747627, tolerance: 2.4531549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.095140799889492, tolerance: 1.76584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.545148178816543, tolerance: 2.0844800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.82512917932605, tolerance: 1.65488
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.402346484808234, tolerance: 1.82876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.805780075006282, tolerance: 2.3104387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.23664346526629, tolerance: 1.7519
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.173338767635148, tolerance: 1.88598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07337360838222, tolerance: 1.685275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.95626137509572, tolerance: 2.09139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.41404766340927, tolerance: 2.0768987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.69832642662539, tolerance: 1.74838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.338307061606818, tolerance: 1.6964487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.64815113178497, tolerance: 2.1675987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.654887856607298, tolerance: 1.6042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.688076610333844, tolerance: 1.917155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.738187212079707, tolerance: 1.5809
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46669466041869, tolerance: 2.12398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.576692459915254, tolerance: 2.36308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20185194241066, tolerance: 1.7675549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.435640560350212, tolerance: 2.25914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.93521852357921, tolerance: 1.7816750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.046733929816327, tolerance: 2.02022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.831172341934337, tolerance: 1.93841875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.26139436199284, tolerance: 2.08528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.98541094425865, tolerance: 2.29138875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.79089790546677, tolerance: 1.78829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.963673692766356, tolerance: 2.343955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.080537681780966, tolerance: 1.6776887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.67682708507978, tolerance: 2.04502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.958100674711833, tolerance: 1.8497949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.060335060497458, tolerance: 1.7927987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.510837344341077, tolerance: 1.9869949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.465197503241304, tolerance: 1.8374487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.934505718357983, tolerance: 1.7702387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.039171220367322, tolerance: 1.77529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.820745521604806, tolerance: 2.21168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.16052244753157, tolerance: 1.8961550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.727096955304052, tolerance: 1.86959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.316643340301155, tolerance: 2.26899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.783513297064406, tolerance: 2.0220387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.528884358888135, tolerance: 1.9728487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.2924451602023, tolerance: 1.56493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.849788879869383, tolerance: 1.6238000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.898475619388474, tolerance: 1.6763000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.306318936463683, tolerance: 2.4211
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.519730010190603, tolerance: 1.500675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.992908435995078, tolerance: 1.57129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.594851904698048, tolerance: 1.7856887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.861153077808801, tolerance: 2.08253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.669955973649287, tolerance: 1.7373950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.220426347574588, tolerance: 1.9535199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.65155097715456, tolerance: 1.7225949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.795591318660207, tolerance: 2.1643387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.200508593254366, tolerance: 1.89421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.182885086398326, tolerance: 1.9564487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.734740487143746, tolerance: 1.77369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.024989636991673, tolerance: 1.538555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.612290564510737, tolerance: 2.0939550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.851837562855362, tolerance: 1.753875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.73998522866254, tolerance: 2.00618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.758258844403105, tolerance: 1.9841199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.982267727632326, tolerance: 1.5199200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.30304511005623, tolerance: 1.8869387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.13847464690059, tolerance: 2.0417987499999994
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.314754529664995, tolerance: 2.0659887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.83914347888895, tolerance: 1.621195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.256969509488805, tolerance: 2.10588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.38534128427003, tolerance: 1.9904487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.944822162284527, tolerance: 1.6856200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.985532180466668, tolerance: 1.7779200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.532190943981263, tolerance: 1.90839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.4577829352135, tolerance: 2.064955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.153155599714214, tolerance: 1.9581387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.073949791755609, tolerance: 1.5126887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.70370356223353, tolerance: 1.9034887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.585920748902964, tolerance: 1.73109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.078386680525817, tolerance: 1.4343000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.07053877832325, tolerance: 2.0540987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.129334196886681, tolerance: 1.347155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.55472566020934, tolerance: 2.25438875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.42151968079676, tolerance: 2.7303487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.767418450088176, tolerance: 1.79262
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.299425784062922, tolerance: 1.99606875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.932266724730304, tolerance: 2.4038487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.714851352143413, tolerance: 1.54424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.041590474254857, tolerance: 2.2107
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.281347506229586, tolerance: 2.1301187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.253683226162543, tolerance: 1.862155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.587708101864493, tolerance: 1.6853887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.31619986546712, tolerance: 1.7944
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.435795305308282, tolerance: 2.13143875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.169449719415795, tolerance: 1.89381875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.67006034025134, tolerance: 1.52003875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.682535597522048, tolerance: 1.96868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.839081016511475, tolerance: 2.071155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31103473375094, tolerance: 1.8512387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.10074541940472, tolerance: 1.9635487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.962349205813528, tolerance: 1.7796387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.68710088276984, tolerance: 1.92001875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.919321665496648, tolerance: 1.6524387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.617363985456617, tolerance: 1.71818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.24891442289821, tolerance: 2.0449800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.601042310634755, tolerance: 2.13818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.29493714035535, tolerance: 1.8341949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.91124456265674, tolerance: 2.40948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.030660466725578, tolerance: 1.5016387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.063160434121514, tolerance: 1.90716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.264320430045196, tolerance: 1.7037550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.386950774708378, tolerance: 1.50931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.038502349914243, tolerance: 1.6527800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.88413131239764, tolerance: 2.014355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.513965918971564, tolerance: 2.11168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.243477126822775, tolerance: 1.9273200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.59202854854088, tolerance: 1.84524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.59946723715178, tolerance: 1.9145949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.31192029353316, tolerance: 1.8516000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.171777091022296, tolerance: 1.57712
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.13722032327748, tolerance: 1.9877887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.523247808953212, tolerance: 2.0083
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.026310876380492, tolerance: 1.213675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18552765233608, tolerance: 1.52824875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.65732783955442, tolerance: 1.6242750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.759758390863457, tolerance: 1.486755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.897305548021126, tolerance: 1.601155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.070056325516816, tolerance: 1.81121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.725570379085633, tolerance: 1.572875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.926193432356733, tolerance: 1.62356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.423709979730724, tolerance: 1.3053949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.866962030841268, tolerance: 1.49823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.013094956662938, tolerance: 1.42216875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.276815674556133, tolerance: 1.7634200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.236450800772367, tolerance: 1.25328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.091327329577542, tolerance: 1.6701000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.950795768190478, tolerance: 1.9031550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41836611499197, tolerance: 1.5803950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.29684395806657, tolerance: 1.703275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.511704475788125, tolerance: 1.9554887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.0649004736859, tolerance: 1.82482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.847188975172232, tolerance: 1.5216687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.82000488034272, tolerance: 1.7309800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.987729097246305, tolerance: 1.6145
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.67764297979457, tolerance: 1.71022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.52616017404688, tolerance: 2.3105549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.84168278693179, tolerance: 1.47773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.570667932721506, tolerance: 1.7376200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.939148849584726, tolerance: 1.238355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.156936065068912, tolerance: 1.49188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.601723932010454, tolerance: 1.60808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.26049289352963, tolerance: 1.57703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.284808124942014, tolerance: 2.15672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.666261902260924, tolerance: 1.8071949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.01156781712569, tolerance: 1.9309887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.282122243986834, tolerance: 1.37968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.047862170023198, tolerance: 1.486275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.710509228123646, tolerance: 1.7415200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.162072397584062, tolerance: 1.2995687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.84606809222534, tolerance: 1.6914
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.34018426316432, tolerance: 1.613275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.660607389745106, tolerance: 2.25809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.34406881766327, tolerance: 1.8226187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.6004819904634, tolerance: 1.444795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.936099199983694, tolerance: 1.5963550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.114889812619232, tolerance: 1.5927987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.006410344804102, tolerance: 2.08411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.693022341561395, tolerance: 1.4963887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.552884622522825, tolerance: 1.5738200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.74423529277875, tolerance: 1.499795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.509847542562662, tolerance: 2.65718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.617478031447178, tolerance: 1.4269550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.53232540420222, tolerance: 1.776675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.253315173623665, tolerance: 1.7207200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.21675950578478, tolerance: 1.88804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.25561071120333, tolerance: 2.05443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.849171808329448, tolerance: 1.7552387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.886793806342844, tolerance: 1.7395200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.943506197555422, tolerance: 1.49462
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.12367065363597, tolerance: 1.353995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.32855775689254, tolerance: 1.97479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.805206211767853, tolerance: 1.4247
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.978267301531226, tolerance: 1.7255800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.618154246674553, tolerance: 1.5496687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.368975171581518, tolerance: 1.9779887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.04127542636034, tolerance: 1.8659387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.66322881547922, tolerance: 1.55118875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.143022648516705, tolerance: 1.7250387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.363267435418393, tolerance: 1.2296200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.272414812330908, tolerance: 1.8599487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.624158521396552, tolerance: 1.55549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.022839191358717, tolerance: 1.7368687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.516630162565647, tolerance: 1.6759950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.441069468543386, tolerance: 1.6991200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.82263219694666, tolerance: 1.8921949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.584122163176364, tolerance: 1.61204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.190042303179485, tolerance: 2.0506
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.65164450066645, tolerance: 1.81549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.276843840171068, tolerance: 1.51596875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.986990797954064, tolerance: 2.20821875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.823100810843606, tolerance: 1.776675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.829515262696383, tolerance: 2.1257949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.43578508021218, tolerance: 1.55504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.266770179701503, tolerance: 1.9446200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.516516618498061, tolerance: 1.45402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.82724482146577, tolerance: 1.5362887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.164216008363248, tolerance: 1.52248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.051049070423094, tolerance: 2.1056887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.372615062848162, tolerance: 1.4917200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.742048682829306, tolerance: 1.7229949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.306586853399917, tolerance: 1.9411800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.828874581748195, tolerance: 1.58902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.407594076857198, tolerance: 1.77168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.8675187383345, tolerance: 1.78348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.156402985852466, tolerance: 1.9836200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.243071676280625, tolerance: 2.415755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.763136144661885, tolerance: 1.6691949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.97304787595206, tolerance: 1.383155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.05913892043515, tolerance: 1.683555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.394354234478698, tolerance: 1.7431549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40268056770178, tolerance: 1.94809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.35170666718952, tolerance: 2.1484187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.22185621530471, tolerance: 1.86769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.908840289927532, tolerance: 1.9608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.99396108857212, tolerance: 1.82338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.004771837133971, tolerance: 1.6768750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.919371194285898, tolerance: 2.22568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.806217711750715, tolerance: 1.8177549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.652858595459033, tolerance: 1.93143875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.09442016584182, tolerance: 2.0800887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.278514444688003, tolerance: 1.60249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.295499106837003, tolerance: 1.45959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.3374668388506, tolerance: 1.8906
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.144152426564148, tolerance: 1.7028687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.365729718781072, tolerance: 1.9806000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.179965748536535, tolerance: 1.7082387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.277712872686184, tolerance: 2.0657200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.683654658187347, tolerance: 1.6572200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.89875304674375, tolerance: 1.2275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.862860416588994, tolerance: 1.4066987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.804810997521837, tolerance: 2.446195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.669850299529102, tolerance: 2.09193875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.984701464305653, tolerance: 1.30938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.94726185970177, tolerance: 2.0263887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.463822013186967, tolerance: 1.5357950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.74006381640553, tolerance: 1.7710387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.134336346238506, tolerance: 1.5902687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.556045359821, tolerance: 1.670355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.362346963275648, tolerance: 1.56572
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.495704590399455, tolerance: 1.8159687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.236649380827316, tolerance: 1.513395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.347251370655712, tolerance: 1.9264887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.554086415463168, tolerance: 1.89698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.61277903282164, tolerance: 2.26801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.629964119547886, tolerance: 2.0199687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.975616688129204, tolerance: 1.77243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.002065217600716, tolerance: 1.76924875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.014688910133593, tolerance: 1.9182750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.974803445847236, tolerance: 1.9921949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.674908996507178, tolerance: 1.5497
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.894804664483285, tolerance: 1.78214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.061738335577843, tolerance: 2.00266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.963544418549848, tolerance: 1.59884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.662933182363634, tolerance: 1.490595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.55879020026482, tolerance: 1.74179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.553510216484575, tolerance: 1.7745487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25848558758357, tolerance: 1.9186887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.53990033973486, tolerance: 1.8210799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.343418239371143, tolerance: 2.118555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.78693800262458, tolerance: 1.53463875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.395707343805867, tolerance: 1.5878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.13717112814975, tolerance: 1.80233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.1433558750354, tolerance: 1.81879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.088119809156787, tolerance: 1.613955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.137195667588077, tolerance: 1.50129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.671450792265997, tolerance: 1.3401987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.401515156859446, tolerance: 2.336675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.59171932053703, tolerance: 1.78416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.93558407767399, tolerance: 1.8892799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.98049551011421, tolerance: 1.7993549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.04219248247104, tolerance: 1.8333199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.882349860260994, tolerance: 2.12699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.291628651177426, tolerance: 2.03098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.064333067720714, tolerance: 2.3956
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.370820867873695, tolerance: 1.8496200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.987863996959028, tolerance: 1.86584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.043635832083055, tolerance: 2.1383800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.082740408756734, tolerance: 2.1888887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.928669028509013, tolerance: 1.5267387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.995942673501652, tolerance: 1.7589949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.324855608734875, tolerance: 2.0251887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.009786490148855, tolerance: 1.9277549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.600017275513455, tolerance: 2.13644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.240475452163295, tolerance: 1.7920800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.907894142744418, tolerance: 1.60618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.75567606476957, tolerance: 1.72998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.99494343495442, tolerance: 1.8912200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.08615952422722, tolerance: 1.5478200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.88681746798407, tolerance: 1.67156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.51488116866198, tolerance: 1.7218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.98447252289403, tolerance: 1.8328200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.453204290312854, tolerance: 2.3040687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.227356218638477, tolerance: 2.0666200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.980664395097335, tolerance: 1.465155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.162346596091282, tolerance: 1.5885200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.428703756036981, tolerance: 1.7943949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.697727492186935, tolerance: 1.80938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18704384637401, tolerance: 1.6790887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.429342363830585, tolerance: 1.7933687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.533845899737205, tolerance: 2.12314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.668804398218892, tolerance: 1.8567987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.443111039438087, tolerance: 1.82201875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.405281387981155, tolerance: 1.9076887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.148036709595694, tolerance: 1.7829549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.289618631266976, tolerance: 1.81818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.425030578727057, tolerance: 1.9121387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.880874412998994, tolerance: 1.78558875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.451812023648653, tolerance: 1.7895387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.136084630746208, tolerance: 1.6677487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.741105803555524, tolerance: 1.64159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.249905039228327, tolerance: 1.7543949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.503931566956936, tolerance: 1.7613200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.157917774812155, tolerance: 1.7405887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.264880388025873, tolerance: 1.77872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.15253887731159, tolerance: 1.5779949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.535921663446867, tolerance: 1.6433949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.225970027462084, tolerance: 2.06969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.355100789794, tolerance: 2.0352799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.15442216925886, tolerance: 1.5098200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.935982303247954, tolerance: 1.799395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.832567905214095, tolerance: 1.63393875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.763527896480102, tolerance: 1.92304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.03952441991829, tolerance: 2.0793549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.475557237642363, tolerance: 1.6589987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.429906523467007, tolerance: 2.4210200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.554648551843307, tolerance: 1.8516887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.425638769434517, tolerance: 2.0900987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.017842622149168, tolerance: 1.8283550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.134483250466356, tolerance: 2.05819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.182777190722268, tolerance: 2.20261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.430176508221283, tolerance: 2.2562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.043174522974624, tolerance: 2.3409199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.41021223223382, tolerance: 1.7772387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.252392206464606, tolerance: 1.8265
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.67446768179997, tolerance: 1.45094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.005170904161684, tolerance: 1.63654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.677317170695943, tolerance: 1.56936875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.50254462634902, tolerance: 1.7765487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.402389986029554, tolerance: 1.6148987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.118131015017198, tolerance: 1.44196875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.265716849042512, tolerance: 2.0041387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.57229116879248, tolerance: 2.65461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.884695107287595, tolerance: 1.6146200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.53845474952562, tolerance: 1.9449387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.128223807024746, tolerance: 1.26978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.232977041246976, tolerance: 1.54168875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.491392620956702, tolerance: 1.80928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.669384911150186, tolerance: 1.895075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.93382352281193, tolerance: 1.86128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.78432652810541, tolerance: 1.4053950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.60232195488788, tolerance: 1.74964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.889810924025118, tolerance: 2.03742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.007262400924258, tolerance: 1.8527987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.24708947528552, tolerance: 1.74614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.36781523633494, tolerance: 1.36506875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.727417899784314, tolerance: 1.79868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.917894346227072, tolerance: 1.8822987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.380072437676017, tolerance: 2.40733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.945846696094982, tolerance: 1.6971887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.24051074225908, tolerance: 1.767755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.51839083183465, tolerance: 1.9839200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.658282774920416, tolerance: 1.7949950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.537234394004788, tolerance: 2.1644
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.540643759367214, tolerance: 1.69956875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.195471260181534, tolerance: 2.240795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.720402061648585, tolerance: 2.20844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.24323442077013, tolerance: 1.92009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.96253164037044, tolerance: 2.2947949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.036754124871425, tolerance: 2.1412799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.726303528537844, tolerance: 2.2503550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.597089978447492, tolerance: 1.90574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.027005167296526, tolerance: 1.88524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.797854404217052, tolerance: 1.8936887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.8508705618881, tolerance: 1.8888200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.412913326818352, tolerance: 1.84371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.865181098503506, tolerance: 1.8657000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.33832577853807, tolerance: 1.8017949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.225395811212787, tolerance: 2.0176887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.869618045905392, tolerance: 1.8622887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.068680952175864, tolerance: 1.440955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.573110695779775, tolerance: 1.4481887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.96503079651494, tolerance: 1.2917800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.316285888113509, tolerance: 2.3274387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.60892160531648, tolerance: 2.02908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20486800943082, tolerance: 1.7449487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.388294640644844, tolerance: 1.7071949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.825452522985065, tolerance: 1.58258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.399961133988564, tolerance: 1.86339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.81742376107407, tolerance: 1.2047200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.402180628708933, tolerance: 1.92169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.982895501189432, tolerance: 2.13302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.97846994842155, tolerance: 1.113275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.14926414713724, tolerance: 1.61163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.832752069398463, tolerance: 1.8651949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.55094615838657, tolerance: 1.7855949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.249212848341406, tolerance: 1.3902200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.179530789144874, tolerance: 2.14253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.50603406122789, tolerance: 2.005595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.984860310950793, tolerance: 1.98574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.22500974901014, tolerance: 1.7045949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.404275730958215, tolerance: 1.5337949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.02336790142639, tolerance: 1.7566387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.113026942422144, tolerance: 2.06638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.4347003490597, tolerance: 1.146795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.01540951487728, tolerance: 1.98149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.944471108498405, tolerance: 1.7079550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.694924139417452, tolerance: 1.9489987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.472919331048686, tolerance: 1.83988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.259529638741807, tolerance: 1.91501875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.179662688982525, tolerance: 1.5727187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.78499019085006, tolerance: 1.93998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00101384283605, tolerance: 1.80628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.145361792819227, tolerance: 2.1450387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.022686040181545, tolerance: 2.279995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.943733171397202, tolerance: 1.7970987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.666686611404344, tolerance: 1.6432200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.271532710217222, tolerance: 1.35241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.56902419118149, tolerance: 1.734275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.028532692583322, tolerance: 1.87894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.17549517079505, tolerance: 1.634995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.350678498577192, tolerance: 2.244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.130965839434594, tolerance: 2.07369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.205811070752418, tolerance: 1.89978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.715397063305208, tolerance: 1.62998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.93370230583925, tolerance: 1.4796887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.839141933774616, tolerance: 1.64744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.00234778212718, tolerance: 1.5038387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.115932231306708, tolerance: 1.66984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.983613219357757, tolerance: 1.7573887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.574666931467572, tolerance: 1.81351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.047478484214754, tolerance: 2.1530750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.642466155974493, tolerance: 1.4029387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.923458688493604, tolerance: 1.97988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.593170447615773, tolerance: 1.59828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51114590270642, tolerance: 1.6857187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.233188475637654, tolerance: 1.8914187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.862818565183908, tolerance: 2.08433875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.722120513627, tolerance: 1.5727949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.769655958079895, tolerance: 1.3466387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.051452612892952, tolerance: 1.97488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.203762498074735, tolerance: 2.0971949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.007019773158579, tolerance: 1.669155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.594211376751144, tolerance: 2.10961875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.701191375919507, tolerance: 1.4413887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.500211664889466, tolerance: 1.798995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.098771009240973, tolerance: 1.8488200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.360542320669804, tolerance: 1.92458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.2634427143749, tolerance: 1.8376887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.573771547176715, tolerance: 1.42081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.252880810880278, tolerance: 1.5065887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.995201219443704, tolerance: 1.3859949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.460249339327735, tolerance: 2.2677487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.075105289988276, tolerance: 1.7297949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.317018697887875, tolerance: 1.87448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.232869865809604, tolerance: 1.5015200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.833675522854241, tolerance: 1.43189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.298365330483765, tolerance: 1.9400799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.942278569959964, tolerance: 1.8519387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.605473426442682, tolerance: 1.63829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.89821306822563, tolerance: 1.57814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.74557386964338, tolerance: 1.7841800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.196437158981254, tolerance: 1.56221875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.757415054698814, tolerance: 2.04709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.65606538724838, tolerance: 1.496355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.969677283269881, tolerance: 1.666755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.55592345228321, tolerance: 1.33249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.157665606153508, tolerance: 2.21108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.54480613288625, tolerance: 1.6442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.572661447105475, tolerance: 1.37473875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.88127919399995, tolerance: 1.78898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.285058880771548, tolerance: 1.6706750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.19955304875776, tolerance: 2.12502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.43517576747397, tolerance: 1.9329887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.270465944574834, tolerance: 1.9655387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.62315314060964, tolerance: 1.61503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.928608548627263, tolerance: 2.33818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.11503119616949, tolerance: 1.8218200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.376675009344357, tolerance: 1.8557949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.14853118419213, tolerance: 2.0329949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.606575321585908, tolerance: 1.38889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.303471914040237, tolerance: 1.26094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.690843671440028, tolerance: 1.397755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.968816362085093, tolerance: 1.79639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.690839708251676, tolerance: 1.5779549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.00810558346548, tolerance: 1.8807887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.768210090719037, tolerance: 2.09963875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.766995660222186, tolerance: 1.905
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.098806040237285, tolerance: 1.3591187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.82038926305729, tolerance: 1.490155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41765828512546, tolerance: 1.573195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.759229935145086, tolerance: 1.55274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.256494912171966, tolerance: 1.4606887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.977745875152431, tolerance: 1.76072
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.399618469693326, tolerance: 1.8315199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.120642124315086, tolerance: 1.76294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.70898558516031, tolerance: 1.6413950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.409364067016124, tolerance: 1.56971875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.291656332206195, tolerance: 2.32993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.544760472082928, tolerance: 2.11188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.452700459099738, tolerance: 1.4088687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.940802659913736, tolerance: 1.904755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.139986431880185, tolerance: 1.6350200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.06784112649538, tolerance: 2.1969800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.402745457348995, tolerance: 2.0760387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.16283121190652, tolerance: 2.23083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.05457235981237, tolerance: 2.0887549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.56759691609219, tolerance: 2.62363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.185640654813664, tolerance: 2.0893550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.329358319678498, tolerance: 1.7689987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.179483309390847, tolerance: 2.24888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.09001381321998, tolerance: 2.2020750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.543078351630662, tolerance: 2.06209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.54186223340607, tolerance: 2.2875550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.232491099664358, tolerance: 2.09244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.572442021763052, tolerance: 2.03901875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.193576141786506, tolerance: 1.88542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.077298836506948, tolerance: 1.7645550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.735142752588068, tolerance: 2.329195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.24765329073933, tolerance: 1.7704987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.46356517374871, tolerance: 1.9561950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.455747958917087, tolerance: 2.25153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.65127699158269, tolerance: 1.8763387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.61696833294605, tolerance: 1.6339949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.410488227697808, tolerance: 1.94474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.370822214039094, tolerance: 1.7025887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.555687575500638, tolerance: 1.519355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.37652843677228, tolerance: 1.87651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.886419489981886, tolerance: 1.5379887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.757848087491823, tolerance: 2.4088200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.8839859541418, tolerance: 1.6692487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.166283476747694, tolerance: 1.90058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.26534815775494, tolerance: 1.6910799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.82335057816193, tolerance: 2.1920200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.702077494271116, tolerance: 2.37859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.11096238071711, tolerance: 1.84332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.293288515216382, tolerance: 2.320595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.05668145477058, tolerance: 1.57108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.28592499366064, tolerance: 2.13652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.459780863347493, tolerance: 2.10274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.413280427585985, tolerance: 2.23548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.408381207589084, tolerance: 1.55652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.721872921437313, tolerance: 1.9472200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.640327051029132, tolerance: 2.13679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.109223021990577, tolerance: 2.20158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.315569390784802, tolerance: 1.7146687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.642149807523062, tolerance: 1.6217949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.615833103498183, tolerance: 1.52072
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.64679803482854, tolerance: 2.13343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.358549318801725, tolerance: 1.663275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.967538461357085, tolerance: 2.38389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.216746642180137, tolerance: 1.8923487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.96426219433446, tolerance: 2.3912799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.970477605908343, tolerance: 2.2419200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.06450045047883, tolerance: 1.696195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.814596394317356, tolerance: 1.621995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.844559771248854, tolerance: 2.3389687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.183321287629465, tolerance: 1.8503200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.828507170767246, tolerance: 1.9895887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.262063279698648, tolerance: 1.85184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.542886546794364, tolerance: 2.17588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.92957676345056, tolerance: 1.57951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.685618877165055, tolerance: 1.33728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.392940786939482, tolerance: 1.7303000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.25191088543686, tolerance: 1.56084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.992813197815934, tolerance: 2.3671949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.96497937797842, tolerance: 1.584555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.024378917480417, tolerance: 1.67861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.2869183616304, tolerance: 2.146075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.006590054131145, tolerance: 1.8096750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.212369348990208, tolerance: 1.56329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.922173019485097, tolerance: 2.02402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20133286996519, tolerance: 1.6057949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.49976734257469, tolerance: 2.13548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.16575158428605, tolerance: 2.26698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.777056576978854, tolerance: 1.9413487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.876052937711162, tolerance: 1.7014200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.59164448221166, tolerance: 2.1319887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.468765430421424, tolerance: 1.6955887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.784995869593303, tolerance: 2.114995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.41045707994922, tolerance: 1.825155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.99410632037721, tolerance: 2.21649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.79387868989582, tolerance: 2.0155549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.250356511703297, tolerance: 2.05208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.980670783467431, tolerance: 1.7318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.479971377599313, tolerance: 1.9615887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.972064122282445, tolerance: 2.2048799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56186300622136, tolerance: 1.6666750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.26382394986488, tolerance: 2.19318875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.13317325330329, tolerance: 2.3380987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.30339470344734, tolerance: 1.91158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.615606760838961, tolerance: 2.0603549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.231410774664703, tolerance: 2.5348687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.960637163073159, tolerance: 2.10192
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.455656631323077, tolerance: 2.37628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.723296818423165, tolerance: 2.2482887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.32315501770818, tolerance: 2.07892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.548320499550176, tolerance: 2.15322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.044720923462375, tolerance: 1.5613887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.316164715274958, tolerance: 1.70986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.394531809901505, tolerance: 1.7653949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.515720983313933, tolerance: 2.426195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.78072687832408, tolerance: 1.58194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.926394644808347, tolerance: 1.6589550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.04873026486189, tolerance: 1.8525949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.69566769736613, tolerance: 1.2221549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.17422662303556, tolerance: 2.085155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.112892984177536, tolerance: 2.19629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.63490578567595, tolerance: 1.99538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.108912191598705, tolerance: 1.6409487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.705317321145497, tolerance: 1.7065800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.797273683170975, tolerance: 1.5243550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97026995062955, tolerance: 2.1595387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.044888125183764, tolerance: 1.85536875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52980139715767, tolerance: 2.21838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.401594561681495, tolerance: 2.0420200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.56558362858614, tolerance: 1.8705949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.133816143191236, tolerance: 1.673955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.050522055805356, tolerance: 2.06389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.449657247363138, tolerance: 1.84988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.967408560569176, tolerance: 2.13008875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.236462018254326, tolerance: 2.03938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.9636339695672, tolerance: 2.35499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.949830247665, tolerance: 1.60774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.928544940497911, tolerance: 1.9972687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.738964420464665, tolerance: 1.92828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.292809411149005, tolerance: 1.7325949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.626243681379442, tolerance: 1.8987799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.60072372178249, tolerance: 1.5250887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.286227793856117, tolerance: 1.8261949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.96391211475378, tolerance: 2.2963487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.343776697914738, tolerance: 1.8961550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.027055642745152, tolerance: 2.619675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.466388882552582, tolerance: 1.9211199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.213202764036865, tolerance: 2.4109949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.829581693041266, tolerance: 2.03574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.244923115487385, tolerance: 1.70888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.628643867246307, tolerance: 2.02442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.898197700087582, tolerance: 2.3117987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.223726048604764, tolerance: 1.8595799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.661336298783585, tolerance: 2.46971875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.941189726298902, tolerance: 1.3599
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.876371354086817, tolerance: 2.3062750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.119345764593739, tolerance: 2.01373875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.3923723545738, tolerance: 2.1449549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.0240116028384, tolerance: 1.9903387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.784772973071064, tolerance: 1.500355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.664418206946216, tolerance: 1.96249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.530261556644497, tolerance: 1.8031199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.513023091951766, tolerance: 1.72669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.252213233418672, tolerance: 2.0440750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.392143987388987, tolerance: 1.7406387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.833755319327876, tolerance: 1.90398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.399103303111442, tolerance: 1.8101
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.078510802031037, tolerance: 2.0585550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.340523391505815, tolerance: 1.4678187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.517533860229467, tolerance: 1.8814487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.24912518245207, tolerance: 1.56274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.519996070154862, tolerance: 2.0655187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.832730035845206, tolerance: 2.148195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.5593762139457, tolerance: 1.72812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.072206985931956, tolerance: 1.9606387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.680302185413026, tolerance: 1.9214
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.298146613707882, tolerance: 1.72954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.321751032518275, tolerance: 2.12349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.985243539547392, tolerance: 2.136595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.503719011625023, tolerance: 2.099195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.526570063106153, tolerance: 2.0475487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.125561257120538, tolerance: 1.6357550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.77984094625755, tolerance: 2.01449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.14778700617729, tolerance: 2.0450487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.756426185684546, tolerance: 2.0123200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.99755388637611, tolerance: 1.8994487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1893569131434, tolerance: 1.8270187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.702710299730605, tolerance: 1.7638200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.77961660871957, tolerance: 1.537595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.459793590298258, tolerance: 1.56654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.95708512343339, tolerance: 1.8183199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.86230229706958, tolerance: 2.0000750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.623424845155725, tolerance: 1.6533550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.169229042148967, tolerance: 2.5456987500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.122307746842068, tolerance: 1.9553487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.596070865559135, tolerance: 1.6245949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.603302354113367, tolerance: 1.651755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.532259944750194, tolerance: 1.6749200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.214496186653934, tolerance: 1.7263387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.733866941324905, tolerance: 2.291795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.434996818391863, tolerance: 1.87794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.503426431009494, tolerance: 2.3109687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.173265635226766, tolerance: 2.22154875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.307878545313084, tolerance: 1.7360799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.999460340602555, tolerance: 1.86519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.2832914457992, tolerance: 2.00414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.024706532746112, tolerance: 2.024755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.508530502049197, tolerance: 1.73208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.10450872157747, tolerance: 1.8967387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.722163332591844, tolerance: 1.7145949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.57684617222925, tolerance: 2.311595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.57152022225582, tolerance: 1.70234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.372870336606123, tolerance: 1.6903550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.433595606734993, tolerance: 2.4335987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.50615511688196, tolerance: 1.6128887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.4295256922241, tolerance: 1.564555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.229331928681184, tolerance: 1.57928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.722878369968768, tolerance: 1.16352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.32690963517155, tolerance: 1.9319550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.15924541914586, tolerance: 1.4916200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.487764235713133, tolerance: 1.7305799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.523203914675904, tolerance: 1.89419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.009255897880823, tolerance: 1.598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.009925647726266, tolerance: 1.2505887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.134731621339105, tolerance: 1.43763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.390834674359063, tolerance: 1.310995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.373309212859407, tolerance: 1.50074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.922298084794884, tolerance: 1.391155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.406813895763566, tolerance: 1.5740200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.786292798333665, tolerance: 1.5411949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.787725375193162, tolerance: 1.73986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.542383379273168, tolerance: 1.47718875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.573363513995961, tolerance: 1.5517387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.056263190349465, tolerance: 1.63658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.44268104334354, tolerance: 1.614395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.232194027476332, tolerance: 1.5958687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.303453543770615, tolerance: 1.917275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.167279972145025, tolerance: 1.5911187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.143573268560772, tolerance: 1.68739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.540375804199314, tolerance: 1.8798687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.383114186070888, tolerance: 1.5708187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.611780508804433, tolerance: 1.5343187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20422743844543, tolerance: 1.7027387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.874121366130105, tolerance: 1.72242
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.604078589030593, tolerance: 1.6490987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.450281126682015, tolerance: 1.7701949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.139653471570217, tolerance: 2.0015387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.510099814900506, tolerance: 1.3423200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.965872030287013, tolerance: 1.9382000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.397426689584734, tolerance: 1.82054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.120663677624176, tolerance: 1.7071887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.254215450076487, tolerance: 1.7004387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.819740352163493, tolerance: 1.7682187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.452088233935303, tolerance: 1.8193550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.669095229911385, tolerance: 1.4155887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.038861197787682, tolerance: 1.65769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.332834448289475, tolerance: 1.2998799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.952725743193351, tolerance: 1.8665200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.28178924436918, tolerance: 1.76219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.43239401384677, tolerance: 1.75771875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.22238602879542, tolerance: 1.52068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.326467616139862, tolerance: 1.7050387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.03558935523187, tolerance: 1.69754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.150842317102846, tolerance: 1.54446875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.889271650264728, tolerance: 1.8032800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.81379918872866, tolerance: 1.9047687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.310400275901426, tolerance: 1.8610187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.287754689581163, tolerance: 2.14048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.122317945714526, tolerance: 1.412875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.2409517580237, tolerance: 1.655555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.931095249852454, tolerance: 1.7001549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.678030347970637, tolerance: 1.59869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.162344150422093, tolerance: 1.47144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.177724325770214, tolerance: 2.018955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.419687469333155, tolerance: 1.73389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.345380698062971, tolerance: 1.5568187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.3083973811082, tolerance: 1.51928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.400077098412028, tolerance: 1.0866487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.14423676220192, tolerance: 1.47761875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.096951046790654, tolerance: 1.9065200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.773614995782065, tolerance: 1.9053187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.83978784434563, tolerance: 1.79138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.465774384338424, tolerance: 1.467875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.063961062303544, tolerance: 2.14296875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.387855586764395, tolerance: 1.35906875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.306929868013263, tolerance: 1.51078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.553908420690945, tolerance: 1.6949200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.150913836372766, tolerance: 1.693555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.850913554015413, tolerance: 1.85191875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.715128255513932, tolerance: 1.5278887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.553022181055734, tolerance: 1.57218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.617964756180033, tolerance: 1.1174487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.823579589714956, tolerance: 1.7645387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.77605134147347, tolerance: 2.08031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.159280090003122, tolerance: 2.0176387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54362505521251, tolerance: 1.5878200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.222423032826608, tolerance: 1.5401387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.855353407282998, tolerance: 1.7833949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.746974738271746, tolerance: 2.01994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.765107271073685, tolerance: 1.76171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.888161735045326, tolerance: 1.575795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.452564777347014, tolerance: 1.4841887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70046475548487, tolerance: 1.426355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.361559579111507, tolerance: 1.85346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.970361156304566, tolerance: 1.9456799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.682981408071953, tolerance: 1.9364750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.38064474339855, tolerance: 1.3959000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.04726668548867, tolerance: 1.7289387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.160367910475813, tolerance: 1.88654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.683137926011376, tolerance: 1.8443950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.4256771982386, tolerance: 1.84484875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.114369899771575, tolerance: 1.9933887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.352943937675363, tolerance: 1.27549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.64316384370435, tolerance: 1.9134200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.934722645888925, tolerance: 1.52189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.413310014890982, tolerance: 1.771155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.176176691551806, tolerance: 2.0700887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.090036147148957, tolerance: 2.1488887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.425491992463115, tolerance: 1.657355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.175690079325648, tolerance: 1.7797
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.501949415492238, tolerance: 1.6565200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.93012932970733, tolerance: 2.00683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.033897250291893, tolerance: 2.008195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.97422924669484, tolerance: 2.0148487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.845546707397247, tolerance: 1.7309387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.818811477414242, tolerance: 1.71424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.253065803674502, tolerance: 1.98029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.686972138150114, tolerance: 1.7319800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.43935156908407, tolerance: 1.7801387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.84028964315867, tolerance: 1.68718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.948282929675234, tolerance: 2.089675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.82539566826899, tolerance: 1.87076875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.92854830870616, tolerance: 1.9499949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.91876496527653, tolerance: 2.1633487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.163631439729876, tolerance: 1.9338887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.603325711471847, tolerance: 1.9977949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.911159537914166, tolerance: 2.22309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.30530556889295, tolerance: 2.2059550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.541530108635943, tolerance: 2.0185387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.70599655336466, tolerance: 1.6247550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.38505989598557, tolerance: 2.0868687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.716384229986048, tolerance: 1.8512387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.497160517449405, tolerance: 1.95288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.100756052142742, tolerance: 1.52783875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.762028909802734, tolerance: 1.7150387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.67515904461336, tolerance: 2.09491875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.872107470371738, tolerance: 1.78498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.814251916564814, tolerance: 1.348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.08144084997954, tolerance: 1.66678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.390023663502713, tolerance: 1.7654750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.984656865823403, tolerance: 1.9283949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.598076084292995, tolerance: 1.637155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.413826902393847, tolerance: 2.109675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.55344715589985, tolerance: 1.9986887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.03440654412542, tolerance: 2.25132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.017850247282668, tolerance: 2.2535387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.914138245420105, tolerance: 1.592275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.190404943951744, tolerance: 1.86308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.979301903262744, tolerance: 1.9268487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.778704469663623, tolerance: 1.564995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.16426194357811, tolerance: 2.0885000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.233768390975722, tolerance: 1.94998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.71825495046821, tolerance: 2.2160200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.42531463173737, tolerance: 1.53444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.806768473461343, tolerance: 2.18374875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.969021187491457, tolerance: 1.9711887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.641500532316567, tolerance: 1.68594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.772576061731453, tolerance: 2.02179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.645271726171572, tolerance: 1.6824487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.393155385483645, tolerance: 1.90149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.269009420338794, tolerance: 1.60994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.903999871732259, tolerance: 1.877275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.344326395244387, tolerance: 1.9492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.734629373656038, tolerance: 1.9916387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.4456231226178, tolerance: 1.6780987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.089621030444615, tolerance: 2.13324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.862004287621364, tolerance: 1.59158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.488801810527185, tolerance: 1.7645949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.037519392559744, tolerance: 1.966155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.78728106324211, tolerance: 1.3900750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.724999179300813, tolerance: 1.67116875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.289084259182076, tolerance: 1.399395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.831932417338873, tolerance: 1.8713387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.824596743954803, tolerance: 2.40446875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.90782666457413, tolerance: 2.35268875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.333657900012177, tolerance: 1.8171387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.133346229173807, tolerance: 1.74449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.333017922911647, tolerance: 1.5180987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.50833513290707, tolerance: 2.311995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.624209733541097, tolerance: 2.30303875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.72360006884253, tolerance: 1.54968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.62847058284328, tolerance: 1.6625200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.491527788821216, tolerance: 1.9241949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.3882424855681, tolerance: 1.7643887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.652065532216145, tolerance: 2.09826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.811794895101112, tolerance: 1.676395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.59586214196401, tolerance: 2.05399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.26797287940131, tolerance: 1.8086200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.541498167365528, tolerance: 1.71041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.907414707588444, tolerance: 2.1802487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.93739810809453, tolerance: 1.783155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.831454107109767, tolerance: 1.89168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.102285724891377, tolerance: 1.9253387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.948635513751483, tolerance: 1.81964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.01191297596844, tolerance: 2.049075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.179385619164687, tolerance: 2.1717987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.26251218755259, tolerance: 1.9145950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.65131267071676, tolerance: 1.4820987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.007804863891185, tolerance: 1.68228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.598083002769375, tolerance: 1.6907949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.78424745557715, tolerance: 2.0970387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.94119729106169, tolerance: 1.83784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.976583592003767, tolerance: 2.48713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56458432062064, tolerance: 2.33166875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.793257520498218, tolerance: 1.741
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.75682833421341, tolerance: 2.12609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.42924458661667, tolerance: 1.63578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.086145466937094, tolerance: 1.79889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.2315970483971, tolerance: 1.826475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.74474758342425, tolerance: 1.3962750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.181537492115753, tolerance: 1.4450487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.21104701748483, tolerance: 1.4119187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.07636699486661, tolerance: 1.50104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.029729905687859, tolerance: 1.40808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.36504076386631, tolerance: 1.7344187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.723515587302414, tolerance: 1.7523199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.617391017295451, tolerance: 1.5657387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.032386556791856, tolerance: 1.86378875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.589902060013653, tolerance: 1.8591950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.94685783495369, tolerance: 1.71079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.84824165666183, tolerance: 1.7512
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.19137674341031, tolerance: 1.7825987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.800618582456147, tolerance: 1.6587200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.046320828212236, tolerance: 1.80666875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.493929793107222, tolerance: 1.7053200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.917531939489189, tolerance: 1.2653200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.57785399305511, tolerance: 2.00858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.06640257458217, tolerance: 2.0527487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.712074167277338, tolerance: 1.6760887500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.35577947610348, tolerance: 1.181155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.662371228665112, tolerance: 1.8084
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.228138785547351, tolerance: 1.4609200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.194242035542183, tolerance: 1.5518387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.827278520094838, tolerance: 1.43969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.510262163364182, tolerance: 1.3173000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.82565388732366, tolerance: 1.61208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.88234934944505, tolerance: 1.33029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.2632441931106, tolerance: 1.8178687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.110204735329225, tolerance: 1.44498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.733996138475904, tolerance: 1.8017887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.06378752538673, tolerance: 1.7573487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.035375506705716, tolerance: 1.7949887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.14642204353061, tolerance: 1.8867949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.242863497627756, tolerance: 1.34578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.397600838557624, tolerance: 1.7941800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.674826071369438, tolerance: 1.6169
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.27512399172464, tolerance: 1.5238887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.02248300877893, tolerance: 1.43679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.58108744553109, tolerance: 1.87332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.52418310835512, tolerance: 1.4300887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.774200862168463, tolerance: 1.4280887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.158848532375721, tolerance: 1.528795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.291315994616065, tolerance: 1.62249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.511178420736668, tolerance: 1.99189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.827741769324092, tolerance: 1.9137000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.322396000584536, tolerance: 1.9842987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.07895414482268, tolerance: 2.05421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.274124387020708, tolerance: 1.5989887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.707435598549685, tolerance: 1.9142687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.47872159723207, tolerance: 1.7279887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.632342154957634, tolerance: 1.4028200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.006087424054602, tolerance: 1.8635550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.772807282662974, tolerance: 1.684555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.24898354011314, tolerance: 1.8620750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.604129267736981, tolerance: 1.63696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.706495764041975, tolerance: 1.5135387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.387137310385068, tolerance: 1.52663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.24787268519578, tolerance: 2.0261387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.890719513856684, tolerance: 1.6427
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.054369752753882, tolerance: 1.3639949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.782273373464992, tolerance: 1.6673200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.754064346066091, tolerance: 1.86474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.105542369351229, tolerance: 1.4709387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.083223967032161, tolerance: 2.18904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.869792965267264, tolerance: 1.75584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.995232200679153, tolerance: 2.108955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.148489798983814, tolerance: 1.85968875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.504528659462263, tolerance: 1.7087549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.16039862648876, tolerance: 1.7252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.070271130443917, tolerance: 1.44629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.97842505260365, tolerance: 1.5047949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.4448825697973, tolerance: 1.92346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.692634352648625, tolerance: 1.785555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.463022951837212, tolerance: 2.2562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.021902080591317, tolerance: 1.7873949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.345830488072423, tolerance: 1.7685187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.957224572667146, tolerance: 1.500475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.197296703056683, tolerance: 1.7533949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.62283648491641, tolerance: 1.6639199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.99018893159205, tolerance: 1.6826750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.744780197199553, tolerance: 1.9043949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.173766066526943, tolerance: 1.6886750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.225807587899675, tolerance: 1.92198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.40708899990518, tolerance: 1.75991875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.318300575020082, tolerance: 1.93521875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.792424777041088, tolerance: 1.75858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.532738980394008, tolerance: 1.64763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.165462072254318, tolerance: 1.5212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.967400315991448, tolerance: 1.7415200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.394999359470045, tolerance: 1.4993487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.575788852064319, tolerance: 1.6341949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.55552432664244, tolerance: 1.97644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.130792659033393, tolerance: 1.8095949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.56339312355642, tolerance: 1.773355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.176150588458139, tolerance: 1.93448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.761902887811171, tolerance: 1.9755
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.96985258974187, tolerance: 2.4275387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.475061825845035, tolerance: 1.56779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.16268827325872, tolerance: 1.99878875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.109533604982836, tolerance: 1.855155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.958668338988247, tolerance: 2.03549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.5699538078048, tolerance: 1.8319550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.23085173850675, tolerance: 1.78539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.194828619797086, tolerance: 1.62848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.88607458961474, tolerance: 1.9388987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.66904058213587, tolerance: 1.7117949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.99576525376433, tolerance: 1.972795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.95125898874995, tolerance: 1.7134
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.79214877597655, tolerance: 1.65744875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.772049157769715, tolerance: 1.7707387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.280465856110467, tolerance: 1.73804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.49931646380044, tolerance: 1.71998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.651586001826686, tolerance: 1.9058187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.199879626724577, tolerance: 2.1754200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.73004945158064, tolerance: 2.00074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.14238096947071, tolerance: 2.39473875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.785991781657984, tolerance: 2.53684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.327838263447564, tolerance: 1.7617949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.49557104330461, tolerance: 2.31288875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.4972066285818, tolerance: 1.8013387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.09171924501339, tolerance: 1.7509949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.92830080497589, tolerance: 1.550155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.126060830588244, tolerance: 2.46169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.83020279451877, tolerance: 2.0490387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.647302632023354, tolerance: 2.55724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.377484867760945, tolerance: 1.804
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.48745102621657, tolerance: 2.1091549999999994
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.21945075901826, tolerance: 1.6733887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.523579395779322, tolerance: 1.73813875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.491337774750285, tolerance: 2.3774887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.979172147894662, tolerance: 1.37238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.57927752043695, tolerance: 1.8705887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.489243077066135, tolerance: 2.23039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6840760842466, tolerance: 1.939355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.470345112345676, tolerance: 1.8991487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.215077305867666, tolerance: 1.5778387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.890249203855625, tolerance: 1.52873875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.9229156806784, tolerance: 1.79304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.57279503432894, tolerance: 1.7794387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.67955177514566, tolerance: 2.1415949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.522967905404176, tolerance: 1.623755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.504744989913835, tolerance: 1.7534750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.24710481332326, tolerance: 1.64896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.262750663799196, tolerance: 1.83144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.606938849283, tolerance: 1.78941875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.44891600230531, tolerance: 1.98749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.22584997911174, tolerance: 1.7242387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.34954229875053, tolerance: 1.7571387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.47357768145362, tolerance: 1.94881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.647060188149474, tolerance: 1.9991200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.737646958038148, tolerance: 1.8989800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.74894690702857, tolerance: 1.65801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.98018593803596, tolerance: 1.9102750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.256112060488086, tolerance: 1.7885949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.932187442012395, tolerance: 1.5143187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.23354289526757, tolerance: 2.03238875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.505080882887185, tolerance: 1.85779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.43047708719375, tolerance: 2.074755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.71675976275681, tolerance: 2.039195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.30281985899482, tolerance: 1.88834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.297284347220412, tolerance: 1.3574987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.748094555749564, tolerance: 1.93291875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.838272788255274, tolerance: 1.499155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.40973698448842, tolerance: 2.2391949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.923820793292975, tolerance: 2.275155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.00654807690395, tolerance: 2.3188987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.54466461681958, tolerance: 1.9363487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.79501841908548, tolerance: 1.9460387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.971643272964467, tolerance: 2.03478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.95209049133813, tolerance: 1.59241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.43838523008622, tolerance: 1.980155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.228147534540568, tolerance: 1.57141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.19825405734555, tolerance: 1.7463950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.43039624957683, tolerance: 1.858755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.35419931923873, tolerance: 1.6005949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.457474181475572, tolerance: 1.8147
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.120660788105397, tolerance: 2.12279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.789720435916273, tolerance: 1.50786875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.085564124365426, tolerance: 2.4409387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.16487153776312, tolerance: 1.50104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.752127091232204, tolerance: 1.6505549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.99534519422353, tolerance: 2.053755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.14213089225976, tolerance: 1.552755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.09495302118554, tolerance: 1.56551875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.443138151967226, tolerance: 1.7311200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.724549607384425, tolerance: 2.00958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.925453743493733, tolerance: 1.9331387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.161097797252943, tolerance: 1.87939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.98148432973318, tolerance: 2.0879549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.35578369535333, tolerance: 1.8208000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.6188672279289, tolerance: 2.05468
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.98921777342577, tolerance: 1.5188387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.75151073743769, tolerance: 2.00809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.63603795797604, tolerance: 1.690755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.90477188612653, tolerance: 2.130595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.681437256953203, tolerance: 1.58494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.87005291924113, tolerance: 1.371
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.315388975128116, tolerance: 2.348355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.68380480503435, tolerance: 2.38308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.384940350534357, tolerance: 1.9189687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.663658823390456, tolerance: 2.2914387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.677463450417722, tolerance: 1.88313875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.306094705103188, tolerance: 1.6642750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.805586955568415, tolerance: 1.6348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.21677713396072, tolerance: 2.31769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.576450216590978, tolerance: 1.53838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.1189806703563, tolerance: 1.82614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.807653851758044, tolerance: 1.5018200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.912463124961086, tolerance: 2.27402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.3432044525824, tolerance: 2.2092750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.93134481031437, tolerance: 2.04696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.33497318236231, tolerance: 1.6032487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.24932828500173, tolerance: 1.7200487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.746023035751765, tolerance: 2.20896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.921124591158254, tolerance: 1.496
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.08730260055627, tolerance: 2.13418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.84198388230775, tolerance: 1.46898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.60815906930005, tolerance: 1.56398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.10732849414012, tolerance: 1.86978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.178160526363374, tolerance: 1.44822
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.833045884172336, tolerance: 1.7252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.09498871210458, tolerance: 2.1238200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.717766247701743, tolerance: 1.55999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.793357227986775, tolerance: 1.5515200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.587418612981942, tolerance: 1.5319487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.33395158725543, tolerance: 1.6865200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.168856816872484, tolerance: 1.580155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.869179226064063, tolerance: 2.175675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.49038860058132, tolerance: 2.56248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.829650426100873, tolerance: 1.5475387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.39011101889346, tolerance: 2.12464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.05178763664515, tolerance: 1.7344487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.23162862351944, tolerance: 2.083195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.75993813004953, tolerance: 1.22038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.63772446774236, tolerance: 2.031275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.824646714133376, tolerance: 2.0509887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.21067972614429, tolerance: 2.05096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.118192305319354, tolerance: 1.8760687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.599378857433276, tolerance: 1.6858887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.51274360522325, tolerance: 1.50188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.24945733994517, tolerance: 2.105475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.52586469008785, tolerance: 1.7040000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.09140275047113, tolerance: 1.93854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.47304913296792, tolerance: 2.043275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.687559965442393, tolerance: 2.0279949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.317828729706044, tolerance: 1.8524200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.285339074345156, tolerance: 1.48714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.727397033524316, tolerance: 1.59916875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.208524763953406, tolerance: 1.8141199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.52467384567946, tolerance: 1.4284387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.25410761826239, tolerance: 2.45624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.357670739886583, tolerance: 1.7017949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.579766100978183, tolerance: 1.63333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.921335143412783, tolerance: 2.0744687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.980155946224237, tolerance: 1.5168799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.26600031370775, tolerance: 1.90913875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.766164816522675, tolerance: 1.41908875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.745973213435754, tolerance: 2.25408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.4706088951259, tolerance: 2.0360799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.24735548437095, tolerance: 2.14613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.950979276924173, tolerance: 1.76799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.58044262016164, tolerance: 2.07798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.138678176762717, tolerance: 1.98049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.638933005812227, tolerance: 1.98888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.747962836267856, tolerance: 1.59883875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.361504460630265, tolerance: 2.009995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.56795120766466, tolerance: 2.0645987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.33500916103608, tolerance: 1.745155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.487738285010558, tolerance: 1.8640687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.73551906805747, tolerance: 2.1371549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.83575858442963, tolerance: 2.17412
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.62189238581288, tolerance: 2.2039387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.547123554318482, tolerance: 1.9419949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.11658243102201, tolerance: 1.861355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.936525748019797, tolerance: 1.9472887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.42897279300101, tolerance: 1.7181187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.60025417802445, tolerance: 2.15172
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.579455109337061, tolerance: 1.53846875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.62054271386095, tolerance: 1.41328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.081448762506312, tolerance: 1.71301875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.628211340172292, tolerance: 2.24723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.203113485148133, tolerance: 1.7619887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.07337016614253, tolerance: 1.92128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.113770588929512, tolerance: 1.78724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.475450966650616, tolerance: 1.26331875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.63021372953152, tolerance: 1.9333950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.4392319915578, tolerance: 2.3996887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.21935140667864, tolerance: 1.938955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.41738532401477, tolerance: 1.797555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.356652192616593, tolerance: 1.8972200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.805874228177082, tolerance: 2.354555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.560349745295756, tolerance: 1.52499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.024289028227386, tolerance: 1.7655487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.656582744797397, tolerance: 2.055155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.65182144521844, tolerance: 1.53989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.946638761956, tolerance: 1.9931200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.06289199797145, tolerance: 2.0287687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.624406577359824, tolerance: 2.078595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.612362304854017, tolerance: 1.7314200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.428979501845404, tolerance: 1.82522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6814596175496, tolerance: 2.301
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.31589254271892, tolerance: 2.10371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.255389792984055, tolerance: 1.8333800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.46176390345113, tolerance: 1.89359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.65350719916711, tolerance: 1.820075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.963487796716393, tolerance: 1.739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.512380320809335, tolerance: 1.52178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.451550530217126, tolerance: 1.8165800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.64006976864848, tolerance: 2.0771487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.033836376778847, tolerance: 1.4913
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.369276936304544, tolerance: 2.0276
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.79199495190193, tolerance: 1.679755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.31642736127501, tolerance: 2.24288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.491977569992336, tolerance: 1.6725487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.45180546542531, tolerance: 1.6488387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.378184411747686, tolerance: 1.87191875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.597086339670067, tolerance: 1.6950887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.68030619045749, tolerance: 2.24066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.942923869214848, tolerance: 1.60774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.40088406448609, tolerance: 1.79538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.61903239826646, tolerance: 2.257355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.34608339513961, tolerance: 1.54438875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.637547531902328, tolerance: 1.6947949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.9501294568336, tolerance: 1.9148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.168899254694242, tolerance: 1.8194387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.170480672718003, tolerance: 1.509955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.46226271158869, tolerance: 1.8279
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.349573067137904, tolerance: 1.81299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.833123485025524, tolerance: 2.1292750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.37031116850257, tolerance: 2.0667487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.16108552601174, tolerance: 2.23062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.665441385222525, tolerance: 2.04461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64888950426636, tolerance: 1.8464200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.702788197662677, tolerance: 2.0569949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.48817954003415, tolerance: 1.9053950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.85340142379638, tolerance: 2.25472
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.158180923790816, tolerance: 2.18411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.90270934096029, tolerance: 2.05823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.34208038773976, tolerance: 2.2400387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.715984809457925, tolerance: 1.4468750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.42383030521094, tolerance: 2.01542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.33475044672291, tolerance: 2.34479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.894601516964862, tolerance: 1.7677387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.2017643534797, tolerance: 1.74968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.08873302276341, tolerance: 1.9257487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.127129530723614, tolerance: 1.7451687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.3889838944818, tolerance: 2.09839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.6340671206264, tolerance: 1.9699487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.434687295452655, tolerance: 1.423195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.19502068921146, tolerance: 1.8162387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.369212906528155, tolerance: 1.64382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.883174075409602, tolerance: 1.6564750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.628671091370919, tolerance: 1.62669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.707402721408904, tolerance: 1.62104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.79330171278587, tolerance: 2.03653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.022142777217667, tolerance: 1.23771875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.7926555251732, tolerance: 2.2905987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.48812768502825, tolerance: 1.8662387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.68881469082665, tolerance: 1.5039
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.141043926122443, tolerance: 2.18738875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.823158302464407, tolerance: 1.7293949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.682354404506913, tolerance: 1.6887200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56346209371685, tolerance: 1.38003875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.1972378720148, tolerance: 1.98028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.214592244725885, tolerance: 1.53082
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.784312109303674, tolerance: 2.20751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.415451930619398, tolerance: 2.06624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.322363565698925, tolerance: 1.73249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.09157622972676, tolerance: 1.968955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.10739376143508, tolerance: 1.9411800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.094476198205342, tolerance: 1.7378799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.48094234706903, tolerance: 2.2389949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.98976658729094, tolerance: 1.6776887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.82143628375789, tolerance: 1.832275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.099141103930652, tolerance: 1.4555887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.910630463801326, tolerance: 2.06672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.907740992070885, tolerance: 2.2522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.183313428300345, tolerance: 1.9655949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.550466804325552, tolerance: 1.96596875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.057410915614426, tolerance: 1.88624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.66231593737606, tolerance: 2.1544000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.152212238476658, tolerance: 1.370955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.21035273981554, tolerance: 1.5214750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.656644077329695, tolerance: 1.9672387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.29823636343416, tolerance: 2.4059887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.136958900569205, tolerance: 1.524475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.830424885013556, tolerance: 1.598995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.29758470258887, tolerance: 1.7073387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.90730361519536, tolerance: 2.20574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.33894046577197, tolerance: 2.1641550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.633010759143787, tolerance: 1.5531887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.577166965696755, tolerance: 1.9119950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.95401305838301, tolerance: 2.0857
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.874061714553946, tolerance: 2.160595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.4098236995575, tolerance: 1.71708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.135255137401376, tolerance: 2.07128875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.678991576001035, tolerance: 1.2638200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.14814527708075, tolerance: 1.30708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.678477413678138, tolerance: 1.67068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.677640285423827, tolerance: 1.7260987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.258246555779635, tolerance: 1.55706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.747599376151292, tolerance: 1.6424887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.336336240208471, tolerance: 1.49004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.26462652941846, tolerance: 1.2181187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.100877464756593, tolerance: 1.47778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.327052391200233, tolerance: 1.547995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.093956505150746, tolerance: 1.54951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.110053280597469, tolerance: 1.48909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.19666257956576, tolerance: 1.8080887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.812768928635236, tolerance: 1.208475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.625607851408567, tolerance: 1.83854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.76454150155057, tolerance: 1.570555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.546791097135248, tolerance: 2.066995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.00772761989304, tolerance: 1.5504
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.392305489660842, tolerance: 1.7583
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.534073904875317, tolerance: 1.91039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.90758859258208, tolerance: 2.3593987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.94589882429071, tolerance: 1.8130387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.46522636685233, tolerance: 1.5636750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.21538496552861, tolerance: 1.5906987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.803207903587264, tolerance: 2.07359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.423458763413635, tolerance: 1.336
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.992397759175567, tolerance: 2.0923800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.914601445173917, tolerance: 1.4125949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.010474555824462, tolerance: 1.452795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.05834113389725, tolerance: 1.80378875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.17741218321126, tolerance: 1.55078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.554891782930227, tolerance: 1.61676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.925743791358016, tolerance: 1.46118875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.647837220757207, tolerance: 1.00672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.540409470531719, tolerance: 1.4488200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.3635276862183, tolerance: 1.828275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.05627743099867, tolerance: 1.544155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.069657098617895, tolerance: 1.55884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.844789505953663, tolerance: 1.301595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.446711861205415, tolerance: 1.548355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.665994227479935, tolerance: 1.86762
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.65009515086475, tolerance: 1.35074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.712901859626783, tolerance: 1.475955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.950027184955488, tolerance: 1.48103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.401211638985423, tolerance: 1.83868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.397747531815195, tolerance: 1.42899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.895621525298385, tolerance: 1.451595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.875683887735647, tolerance: 2.02244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.385543018253765, tolerance: 1.84498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.837836806617423, tolerance: 1.596995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.549358870837544, tolerance: 1.9736887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.71556149152409, tolerance: 1.20729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.267811218031216, tolerance: 1.5678987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.071501397560999, tolerance: 1.89524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.689484601367393, tolerance: 1.6817949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.31055028761712, tolerance: 1.84984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.67924886255561, tolerance: 1.44843875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.36303983617715, tolerance: 1.6221987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.246206781680485, tolerance: 1.5316200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.38522096403763, tolerance: 1.6755550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.406509474429548, tolerance: 1.59108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.060502137269545, tolerance: 1.65354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.871344093830094, tolerance: 1.7631550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.935507781046109, tolerance: 1.6392887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.831562098386817, tolerance: 1.8100387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.070111954000474, tolerance: 1.8155887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.685524714159127, tolerance: 1.52411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.626989979776233, tolerance: 1.7369949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.349799894975618, tolerance: 1.63709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.188589396000566, tolerance: 1.50403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.788964414640438, tolerance: 1.282275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.4170894266929, tolerance: 1.9102000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.575790142875505, tolerance: 1.45613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.234521561554757, tolerance: 1.73842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.287273502073797, tolerance: 1.4411949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.639616868137914, tolerance: 1.6246887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.348150324824887, tolerance: 1.8076487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.282608082644067, tolerance: 1.5473200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.313663553955838, tolerance: 1.618955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.197226428542328, tolerance: 1.53506875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.178885055540158, tolerance: 1.62219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.34667726479293, tolerance: 1.84876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.47970075927381, tolerance: 1.6252487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.41374822733097, tolerance: 1.186995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.776487050948493, tolerance: 1.7703487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.639524830396228, tolerance: 1.5073550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.491748829606877, tolerance: 2.09348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.69004206092626, tolerance: 1.5728187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.710336036126133, tolerance: 1.75931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.093181829661233, tolerance: 1.6401550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.61507077147877, tolerance: 1.89588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.332530419265495, tolerance: 1.57083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.958475567877336, tolerance: 1.6353949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.42541025475509, tolerance: 1.63733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.827779794520826, tolerance: 1.7475687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.970014053111516, tolerance: 1.21941875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.564695543245477, tolerance: 1.8058387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.723676255715203, tolerance: 1.67226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.538208268413406, tolerance: 1.3983687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.59087837154521, tolerance: 1.54141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.134370164013255, tolerance: 1.6677487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.348845988907968, tolerance: 1.8207387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.307777754760423, tolerance: 1.9707949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.726160276972852, tolerance: 2.29811875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.597274478296924, tolerance: 1.97993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.034991071270014, tolerance: 1.78121875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.574019601855305, tolerance: 1.71396875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.980404889328629, tolerance: 1.37068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.068119829928037, tolerance: 1.462355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.21570065459943, tolerance: 1.8341200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.08803114708449, tolerance: 1.90179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.27741156212493, tolerance: 1.99281875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.774844858180455, tolerance: 1.4429887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.747757973091154, tolerance: 1.84598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.861256805168473, tolerance: 1.86838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.37154988747254, tolerance: 1.72041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.203259141248303, tolerance: 1.546075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.396707034252868, tolerance: 1.59988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.480698948309072, tolerance: 2.08316875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.469841769987376, tolerance: 2.22622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.817633415286807, tolerance: 2.0387887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.129590452449545, tolerance: 1.727755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.43559850129322, tolerance: 1.6332187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.02536125059606, tolerance: 1.7228750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.661502454214995, tolerance: 2.02348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.705450825990887, tolerance: 1.8747200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.648576171929356, tolerance: 1.5776387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.401879841077822, tolerance: 1.4265987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.920021542596714, tolerance: 1.750155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.022803733817028, tolerance: 1.71691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.605161846822924, tolerance: 2.1741800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.017336858484875, tolerance: 2.20242
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.037289082728627, tolerance: 2.0073487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.307043169103807, tolerance: 1.979355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.677781163468193, tolerance: 1.69988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.138167462676044, tolerance: 1.6648887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.959924682762061, tolerance: 1.8887
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.148008108398372, tolerance: 1.68321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.162363090476735, tolerance: 1.56863875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.79341961670859, tolerance: 1.54959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.96902239706134, tolerance: 2.145555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17634884886735, tolerance: 1.5216687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.441772861491998, tolerance: 1.9052887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.903125225788557, tolerance: 1.6768750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.361906888822208, tolerance: 1.7336387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.32965224537836, tolerance: 1.63848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07995469816544, tolerance: 1.69598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.544491346291405, tolerance: 2.5253987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.016711544612182, tolerance: 1.958155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.19076120713597, tolerance: 2.054155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.1804320770304, tolerance: 1.86538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.578034827579323, tolerance: 1.58378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.27832810848991, tolerance: 2.0386387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.519937456309272, tolerance: 1.9620387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.54499991158793, tolerance: 1.98244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.88402728123005, tolerance: 1.7911200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.455326348138005, tolerance: 2.1312687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.996010692496391, tolerance: 1.8653187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.575228052600185, tolerance: 1.4087687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.939789180455993, tolerance: 1.7684987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.477908147306287, tolerance: 2.02092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.551980516311186, tolerance: 1.5313387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.22574503957044, tolerance: 1.8485949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.540117166137176, tolerance: 1.8871987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.858296940650682, tolerance: 1.6249799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.932685053898027, tolerance: 2.11511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.939667046049683, tolerance: 1.63271875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.759720714500682, tolerance: 1.5049949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.930023156529415, tolerance: 1.8571550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.58037412421144, tolerance: 2.0007800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.305937920092695, tolerance: 1.956395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.849690062151527, tolerance: 2.05342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.98917327281465, tolerance: 1.6091887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.386284984638392, tolerance: 1.77371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.29643581581556, tolerance: 2.01528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.030360717688446, tolerance: 1.68548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.26445997679046, tolerance: 1.40933875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.22548806032149, tolerance: 1.8351387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.324924089206423, tolerance: 1.6941387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52837820236211, tolerance: 1.588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.3109616941321, tolerance: 1.75781875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.699644226267832, tolerance: 1.8444
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.141813001010267, tolerance: 1.6883387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.400840623171646, tolerance: 1.9543000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.7931851437819, tolerance: 1.8211199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.71019821630884, tolerance: 1.7789949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.56339373825103, tolerance: 1.9964987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.34972281715468, tolerance: 1.578595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.109578507955277, tolerance: 1.82148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.763475730095287, tolerance: 1.4125200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.605140142828123, tolerance: 2.1273
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.39296345330795, tolerance: 1.9962187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.334948492737794, tolerance: 1.716475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.123109451571104, tolerance: 1.7634200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.421631420871485, tolerance: 1.62419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.351933159324453, tolerance: 1.46348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.905440036438211, tolerance: 2.0253550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.85188916585806, tolerance: 1.60419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.484274235674626, tolerance: 1.9587949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8122095081417, tolerance: 1.579155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.252248716272778, tolerance: 1.6905949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.888226968847544, tolerance: 1.827075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.050290470297146, tolerance: 1.56721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.600861096001445, tolerance: 1.78428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.49050764945615, tolerance: 1.51872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.003488582071142, tolerance: 1.4645387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.927455316482042, tolerance: 2.09593875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.371053482770357, tolerance: 2.0533949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.635377731984654, tolerance: 1.9368987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.556932814826332, tolerance: 1.6839000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.39946642537281, tolerance: 1.8017949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.775719594488447, tolerance: 1.96478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.25520187648552, tolerance: 2.01338875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.74137613004907, tolerance: 1.852875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.499324371920647, tolerance: 1.61848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.081390290716598, tolerance: 1.3450887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.531992334555895, tolerance: 2.0123687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.114036640428267, tolerance: 1.1209950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.146674194235345, tolerance: 1.9481187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.670674272303202, tolerance: 1.45202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.965673610220954, tolerance: 1.6362750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.18519752797704, tolerance: 1.8641987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.521356879514236, tolerance: 1.67838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.204085632716403, tolerance: 1.7403887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.713881181684197, tolerance: 1.87789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.87009321903023, tolerance: 1.54628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.772849906606776, tolerance: 1.6651487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.044588393340028, tolerance: 2.39872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41236393483989, tolerance: 1.572155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.316711117750213, tolerance: 1.6941387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.174243428009687, tolerance: 1.506795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.729687281302986, tolerance: 2.13036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.276497997599463, tolerance: 2.1119387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.719193213448953, tolerance: 2.00098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.229663513474797, tolerance: 1.92976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.41178908543236, tolerance: 1.6669487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.632140885388516, tolerance: 1.6513
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.070169369123725, tolerance: 1.4753950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.500859742320891, tolerance: 1.46688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.306933199636767, tolerance: 1.8553199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.116796217403085, tolerance: 1.2903200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.14926451560234, tolerance: 1.63608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.345341576170094, tolerance: 1.5628487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.825302106018995, tolerance: 1.91309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.617423522036283, tolerance: 1.82809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.562156057473697, tolerance: 1.9419187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.227138487561927, tolerance: 1.73899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.862619601970279, tolerance: 1.75671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.449953710656935, tolerance: 1.81728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.46572314377241, tolerance: 1.2844200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.94079385231239, tolerance: 2.01413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.266225885451924, tolerance: 1.72983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.258335586666153, tolerance: 1.777355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.136680667379952, tolerance: 1.7689550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97927153131875, tolerance: 1.52294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.29647666099187, tolerance: 1.5951949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.8197741064739, tolerance: 2.0722987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.024263547732545, tolerance: 1.631555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.73723040712755, tolerance: 1.8441
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.04838531247642, tolerance: 1.0465550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.067220272321237, tolerance: 1.8513800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.241973006370024, tolerance: 1.394995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.107872922074083, tolerance: 1.74741875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.350235659409805, tolerance: 1.39868875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.038652865575663, tolerance: 2.00269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.650304592794944, tolerance: 1.64954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46890417979455, tolerance: 1.49078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.784022440731057, tolerance: 1.9202750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.087762435202084, tolerance: 2.26322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.822432080572995, tolerance: 1.60014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.569858355599692, tolerance: 1.49941875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.605250518303269, tolerance: 1.5127800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.364566742332862, tolerance: 1.7798887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.161154019675347, tolerance: 1.39838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.637675964337616, tolerance: 1.6636487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.66524968735624, tolerance: 1.4212487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31432361752861, tolerance: 1.7742987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.21868626202793, tolerance: 1.48318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.85613730662863, tolerance: 1.61342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.25078465006193, tolerance: 1.8078750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.93704363485299, tolerance: 1.9674200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.439511275591178, tolerance: 1.25989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.874773737227132, tolerance: 1.56594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.783479353799798, tolerance: 2.22891875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.487525090273074, tolerance: 2.05708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.49589311226924, tolerance: 1.8133199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.005222069471403, tolerance: 1.29708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.7301218246918, tolerance: 1.65448875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.35660847914943, tolerance: 1.6697950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.582701866026476, tolerance: 1.443995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.058680864895546, tolerance: 1.2500887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.558453946677137, tolerance: 1.4345987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.804507213994484, tolerance: 1.77049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.840965909838951, tolerance: 1.2996750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.63425104800959, tolerance: 1.9122487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64469921887107, tolerance: 1.69074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.481929347762073, tolerance: 1.672555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.834982376642095, tolerance: 1.9553549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.568085713992716, tolerance: 1.70088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.014098722172108, tolerance: 1.5615550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.393132875552716, tolerance: 1.8095799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.92473801417624, tolerance: 2.11928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.958029475396334, tolerance: 1.425795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.067686007261162, tolerance: 1.9128387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.2269272466786, tolerance: 1.5659487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.344385448715343, tolerance: 2.0997800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.94490801399073, tolerance: 1.89958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.728540339173875, tolerance: 1.89829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.442513450959, tolerance: 2.23988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.33399841081458, tolerance: 2.1233987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.22987542461188, tolerance: 2.1521
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.729547515077297, tolerance: 1.7339949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.515997756775526, tolerance: 2.20191875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.902532189852746, tolerance: 1.8129187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.518901049758714, tolerance: 1.8748887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.870909109854846, tolerance: 1.69802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.12461120701046, tolerance: 1.7621949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.824085956446112, tolerance: 2.38992
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.351802063504135, tolerance: 1.7677199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.38016500994443, tolerance: 2.09189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.041802006254926, tolerance: 2.042555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.801432263554544, tolerance: 2.09783875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.929144102301347, tolerance: 1.6429949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.846026961922952, tolerance: 2.0659199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.36636544016469, tolerance: 2.0501549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.39630257778318, tolerance: 2.021
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.963262125868376, tolerance: 2.16413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.63614815755505, tolerance: 2.22429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.70945732280919, tolerance: 2.3176799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.525613489215125, tolerance: 1.8627949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.185114504216124, tolerance: 1.6008799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.059202174126877, tolerance: 1.584475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.875885039782222, tolerance: 1.79729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.030398786226545, tolerance: 1.44508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.801017269017215, tolerance: 1.79958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.1903038312201, tolerance: 2.18126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.486543831655762, tolerance: 1.9206887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.926774987261027, tolerance: 2.0427
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.409872191397348, tolerance: 2.03109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.684686766303138, tolerance: 2.22549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.34052165996224, tolerance: 2.2092387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.254500152777666, tolerance: 2.2513800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.755965684404202, tolerance: 1.5929950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.289437331024683, tolerance: 1.96688875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.12519181972623, tolerance: 1.6931949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.109494992767274, tolerance: 2.37906875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.31685862108927, tolerance: 2.3109687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.19051150581657, tolerance: 1.79409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.90887537699436, tolerance: 2.11739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.882500471512145, tolerance: 1.90496875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.926224321367485, tolerance: 1.89469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.302932833011216, tolerance: 2.014355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.41467286772868, tolerance: 2.60216875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.44123628565151, tolerance: 1.96049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.026878465803193, tolerance: 2.1576
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.35855555140762, tolerance: 2.1935949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.34531184669584, tolerance: 1.7961949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.452614067372824, tolerance: 1.880555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.362532256683057, tolerance: 1.744075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.661172079615046, tolerance: 2.20112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.903946100344918, tolerance: 1.6521687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.256749715888173, tolerance: 2.1625487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.89377622374309, tolerance: 1.56808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.89266678648579, tolerance: 2.2855487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.221400893958734, tolerance: 1.8113949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.362617445415204, tolerance: 2.4313949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.947523857046992, tolerance: 2.09861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.403881759950462, tolerance: 1.53968875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.88522938895445, tolerance: 2.1888187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.919095073780472, tolerance: 2.3228987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.080552407052895, tolerance: 2.22302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.00584597062944, tolerance: 2.52399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.789145174224164, tolerance: 2.4727949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.24699862329193, tolerance: 1.9266987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.345682484379825, tolerance: 1.6872800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.279738216486347, tolerance: 2.77006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.833942879480233, tolerance: 1.5654799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.543335913745995, tolerance: 1.9098887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.117590024753966, tolerance: 2.5766987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.735059720769115, tolerance: 1.351
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.923924605240742, tolerance: 2.62359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.60008703543474, tolerance: 2.46478875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.336804471976865, tolerance: 2.02018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.954742934791586, tolerance: 2.39232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.18630777382916, tolerance: 1.8475949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.78106089896277, tolerance: 2.043075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.13185159790316, tolerance: 2.132595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.442833438890453, tolerance: 1.55502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.818979458774404, tolerance: 1.7907949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.57036678538519, tolerance: 2.5245687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.283357078923814, tolerance: 2.21453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.201652305094754, tolerance: 2.53988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.921875830085938, tolerance: 2.3360487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.47006364789797, tolerance: 1.56089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.18640068780517, tolerance: 2.46436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.402199219284874, tolerance: 2.0181887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.878366876610716, tolerance: 1.6308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.68762853926632, tolerance: 2.22319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.33187953149343, tolerance: 1.900955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.43023184758785, tolerance: 1.39168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.396927445814065, tolerance: 1.80369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.8250686885221, tolerance: 2.169955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.18341569472578, tolerance: 1.5037550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.010881646076744, tolerance: 1.96968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.136404196308114, tolerance: 1.513555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.323810605516023, tolerance: 1.39142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.801213393199877, tolerance: 1.7331987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.64580316048778, tolerance: 0.9895200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.40081132980169, tolerance: 1.895555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.244274330148876, tolerance: 1.6709687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.687896058168672, tolerance: 1.45424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.641411655323875, tolerance: 1.36408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.754517906346301, tolerance: 1.17758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.312386706966567, tolerance: 1.5958387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.131954944828886, tolerance: 1.1640387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.877943185287606, tolerance: 1.7968487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.607539221343774, tolerance: 1.5251487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.434708762655912, tolerance: 1.9109949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.20677685524534, tolerance: 1.85818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.29074252295882, tolerance: 2.0489687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.452652507806079, tolerance: 1.67444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.65473153587961, tolerance: 1.45846875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.778367369916932, tolerance: 2.3399550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.807311694460836, tolerance: 1.65018875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.134435484006637, tolerance: 1.24033875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.314074571307316, tolerance: 1.6719987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.787182308601956, tolerance: 1.8205887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.119934699242457, tolerance: 1.67162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.657791531030064, tolerance: 2.20978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.36023523846395, tolerance: 1.91582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.31350396399345, tolerance: 1.03098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.96399303946137, tolerance: 2.0429549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.405059107437019, tolerance: 1.27414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.31553136260892, tolerance: 1.6630200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.761912581134276, tolerance: 2.0647549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.005069718029148, tolerance: 1.353995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.746185235863276, tolerance: 1.9063800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.070378386993312, tolerance: 1.8397387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.030569377707373, tolerance: 1.554195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.639058718784064, tolerance: 1.3273387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.7971380728366, tolerance: 2.1087949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.60786210363221, tolerance: 1.7278887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.502315511037203, tolerance: 2.2597800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.2836675150821, tolerance: 1.7797200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.56922715487871, tolerance: 2.08648875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.22065155876705, tolerance: 1.6433187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.44017382947866, tolerance: 1.8092000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.222893405481003, tolerance: 1.6455487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.305060407410803, tolerance: 1.6261387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.748194303261538, tolerance: 1.72918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.0838174898619, tolerance: 1.56879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.921317349314798, tolerance: 1.95639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.249502839141737, tolerance: 1.32913875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.039464138349487, tolerance: 1.91224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.556534928737886, tolerance: 1.6053887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.783515837594498, tolerance: 1.98494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64290848657491, tolerance: 1.36094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.235744834806766, tolerance: 1.6737000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.573289887954193, tolerance: 1.83019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.026627819848404, tolerance: 1.66038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.550284337939342, tolerance: 1.9170887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.725455569495487, tolerance: 1.4405000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.036605516202368, tolerance: 1.65923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.008178923407286, tolerance: 1.714555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.17861065574779, tolerance: 1.6700387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.73951641004114, tolerance: 1.9848387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.337914977953602, tolerance: 1.55836875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.912514681243223, tolerance: 2.1154200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.27952647699896, tolerance: 1.8169887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.90892382531118, tolerance: 1.8378200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.6295134351317, tolerance: 1.85788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.257033844915767, tolerance: 1.72729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.487187465416447, tolerance: 1.79708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.877210964378325, tolerance: 1.8470387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.597359093419925, tolerance: 1.56749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.80187743560361, tolerance: 1.877755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.565633716138485, tolerance: 1.85309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.607558861800733, tolerance: 1.8987549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.849798923784945, tolerance: 1.8814800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.563883126272177, tolerance: 1.7174387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.02877285708439, tolerance: 2.0393549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.331413682090343, tolerance: 1.387675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.256191086673162, tolerance: 2.0194
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.361191962064314, tolerance: 1.33208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.177033423460994, tolerance: 1.22048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.507772067991679, tolerance: 1.74844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.082068590325175, tolerance: 1.6402687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.3448183537367, tolerance: 1.53819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.22640388197507, tolerance: 1.89756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.30680039885722, tolerance: 2.022875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.727257813616117, tolerance: 1.969675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.733667231576696, tolerance: 2.01052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.754504327370437, tolerance: 2.03789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.54156326014929, tolerance: 1.8453387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.961427390327867, tolerance: 1.9019949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.205811852358508, tolerance: 1.75449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.713536505297654, tolerance: 1.5809949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.323835938269703, tolerance: 1.8764200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72110915708468, tolerance: 1.6739950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38538333247399, tolerance: 1.47904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.278671592526605, tolerance: 1.5349887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.31986021039852, tolerance: 1.8380387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.4079071549216, tolerance: 1.57073875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.89546438524165, tolerance: 1.48111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.324472661988514, tolerance: 2.08029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.818868355792752, tolerance: 1.4235387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.098459185522707, tolerance: 1.54932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.262797678959252, tolerance: 1.784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.04860767887373, tolerance: 1.34828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.21426787411014, tolerance: 1.6133000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.615699991183234, tolerance: 1.8607187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.256100175501075, tolerance: 1.83448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.233802918343006, tolerance: 2.21608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.9275487104571, tolerance: 1.4670200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.04714403535466, tolerance: 1.5158887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.33285742651412, tolerance: 1.7309887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.91166228426989, tolerance: 2.34009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.269439931021953, tolerance: 1.6574200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.777062103153813, tolerance: 1.7868487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.280917111430142, tolerance: 1.76498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.486248766798461, tolerance: 1.92802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.528150173184683, tolerance: 1.9398187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.820232999749303, tolerance: 1.4151387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.474610206366112, tolerance: 1.69364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.717806764487506, tolerance: 2.28068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.004283808100233, tolerance: 1.612955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.0433451942953, tolerance: 1.8367187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.458036501977418, tolerance: 2.4360487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.933046611182851, tolerance: 1.83918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.271768725100454, tolerance: 1.4104200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.341935961739342, tolerance: 1.50148875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.966550561496422, tolerance: 1.7685487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.487943061842465, tolerance: 1.5933000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.194707447788973, tolerance: 1.85578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.08744302244922, tolerance: 1.9284987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.387215178648036, tolerance: 1.7001800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.65034248015711, tolerance: 1.94229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.78585218035508, tolerance: 1.7353887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.065808802028641, tolerance: 1.5692387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08919209777605, tolerance: 1.30359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.604966841587995, tolerance: 1.7360887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.8373544622954, tolerance: 1.8741487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.309199060639125, tolerance: 1.865955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.982976388514402, tolerance: 1.69166875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.022964402650564, tolerance: 1.7205387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.03181488404218, tolerance: 1.750475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.065807462331916, tolerance: 1.6517949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.08911469957211, tolerance: 1.7965550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.06616071817546, tolerance: 1.35418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.046016456322022, tolerance: 1.949555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.139500902423228, tolerance: 1.7126000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.9333463773849, tolerance: 1.8207887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.889593964038816, tolerance: 1.41383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.814058661325873, tolerance: 1.6776200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.65622066527677, tolerance: 1.7287949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.802560572170414, tolerance: 1.9207687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.078823754436549, tolerance: 1.6705
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.76460238530974, tolerance: 1.434955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.049423695116083, tolerance: 1.7530200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.122009750037176, tolerance: 1.59133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.559322138811222, tolerance: 1.485195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.877739932796409, tolerance: 1.9891800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.809396770777937, tolerance: 1.51258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.619954709749994, tolerance: 1.72741875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.355376133494312, tolerance: 1.57093875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.926458386365303, tolerance: 1.2703187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.616386420018367, tolerance: 1.7318987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.543290857264857, tolerance: 1.6619387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.335875300206052, tolerance: 1.57869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.67801875615521, tolerance: 1.6777800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.0726482935548, tolerance: 1.9545949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.2772592418957, tolerance: 1.73868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.946648328505505, tolerance: 1.9040200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.280392560392977, tolerance: 1.39739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.168265804631616, tolerance: 1.8598799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.38168541405842, tolerance: 1.7921487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.580582599529155, tolerance: 1.66411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.893523888349392, tolerance: 1.69248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.267156046141576, tolerance: 1.6547949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.525563533389986, tolerance: 1.8957887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.493911772672078, tolerance: 1.722955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.795314563914072, tolerance: 1.8031949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.398097587071412, tolerance: 1.16558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.067120197404648, tolerance: 1.20118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.0011797729472, tolerance: 1.7944187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.156139034763655, tolerance: 2.2295800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.26372358350875, tolerance: 1.54538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.475981654262593, tolerance: 1.57446875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.842722892922668, tolerance: 1.4620887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.30106753335792, tolerance: 1.79248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.4247760758279, tolerance: 1.6479987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.324721524520548, tolerance: 1.5535
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.507086214327035, tolerance: 2.26282
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.072313394687775, tolerance: 1.8669549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.888079068985666, tolerance: 1.6987949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.793387904681854, tolerance: 1.66763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.309878510156747, tolerance: 1.4932750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.116656358396153, tolerance: 1.5032687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.197790014929778, tolerance: 1.8872487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.166222924547526, tolerance: 1.7330387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.927104929677167, tolerance: 1.8239387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.080207153614552, tolerance: 2.0783
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.987662307689284, tolerance: 1.8585
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.555658954858517, tolerance: 1.5503550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.053760511193214, tolerance: 2.12688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.373247265521208, tolerance: 1.937955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.98156258169587, tolerance: 1.8378200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.57504163794528, tolerance: 1.53574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.161614966412714, tolerance: 2.1383550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.47302480202258, tolerance: 1.815395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.644759337201181, tolerance: 2.2753887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.420602023607305, tolerance: 1.83322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.91292952345577, tolerance: 2.59053875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.813402508463426, tolerance: 2.32166875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.17336389736164, tolerance: 2.1072200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.740654930145983, tolerance: 1.48651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.91602836337006, tolerance: 2.479395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.591480982157785, tolerance: 1.9309387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.723828575087737, tolerance: 1.64919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.305152429609166, tolerance: 1.8637199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.662814771784383, tolerance: 1.5652887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.375740710581042, tolerance: 1.9373199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.76590860621626, tolerance: 1.84702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.10182758058541, tolerance: 2.025155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.171543230111368, tolerance: 1.93983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.396420930119326, tolerance: 1.8017387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.31838174289381, tolerance: 1.67999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.943139662508727, tolerance: 2.2332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.748255880641743, tolerance: 1.3832887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.17609030637795, tolerance: 1.96799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.88787808612761, tolerance: 1.6925887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.449028440312123, tolerance: 2.01499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.711708844626651, tolerance: 2.022355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.743471697658425, tolerance: 2.01518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.38440805084019, tolerance: 1.78759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.41275781341471, tolerance: 2.50558875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.00420423676932, tolerance: 2.51979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.932026598382727, tolerance: 1.7527987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.836561747167604, tolerance: 2.065755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.989259527732923, tolerance: 2.8094200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.408215513969814, tolerance: 1.820555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.079260660760562, tolerance: 1.45088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.11003499043841, tolerance: 1.7400887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.122764326111863, tolerance: 2.22353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.039500107881654, tolerance: 1.77872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.08356168955705, tolerance: 2.11802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.567032534675967, tolerance: 1.7469687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.424290895893385, tolerance: 2.02149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.900496743862584, tolerance: 2.1986487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.744841854871016, tolerance: 1.3875950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.937764266050443, tolerance: 2.01389875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.150486374084235, tolerance: 2.093875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.945721605067284, tolerance: 1.9374187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.455143009344587, tolerance: 2.17114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.64889064425147, tolerance: 2.172595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.60147405535987, tolerance: 1.8557549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.714179951544697, tolerance: 1.9443887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.006637561406258, tolerance: 1.51689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.13454924133518, tolerance: 2.12902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.112050794303617, tolerance: 1.867995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.899728038978097, tolerance: 1.7395887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.894837799045833, tolerance: 2.05733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.63087779675429, tolerance: 1.7776387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.971013476700637, tolerance: 2.18354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.747656064057335, tolerance: 2.05569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.873052860906919, tolerance: 2.182
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.81568800515101, tolerance: 1.6383387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.991204706031045, tolerance: 1.522275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.838866745540464, tolerance: 2.02848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.59550144256032, tolerance: 1.7092387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.146510007450093, tolerance: 1.83694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.69927041354407, tolerance: 2.0662799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.705168642031415, tolerance: 1.43593875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.180384918628867, tolerance: 1.5437950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.08466579677941, tolerance: 2.23819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.778022317749123, tolerance: 1.1869387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.16388680882696, tolerance: 2.65163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.117364055545096, tolerance: 2.01262
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.54450143688523, tolerance: 1.7580487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.047127195700902, tolerance: 2.03329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.419919484904504, tolerance: 1.896155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.347957431823115, tolerance: 2.28651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.60342789388461, tolerance: 1.987475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.477345443903271, tolerance: 1.8089949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.120296058893594, tolerance: 1.72799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.31973103853719, tolerance: 1.901755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.129630422477366, tolerance: 2.03614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.014239418491005, tolerance: 1.395755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.604929256553474, tolerance: 2.052795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.460596947807193, tolerance: 1.6483199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.365262171121135, tolerance: 2.1443887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.615156518755427, tolerance: 1.9508750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.286223681548805, tolerance: 1.8899549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.790236210248093, tolerance: 2.02356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.376753696526015, tolerance: 1.70242
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.898266745279109, tolerance: 1.7687187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.19987430997004, tolerance: 1.8379950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.03831986638539, tolerance: 1.9118387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.169916613855527, tolerance: 2.1320887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.280569322193113, tolerance: 1.62923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.230816989116683, tolerance: 1.529995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.264638602545446, tolerance: 1.8241887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.037211168725186, tolerance: 1.978155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.52638021987541, tolerance: 2.0518487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.541398149397985, tolerance: 1.6864750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.23523412338629, tolerance: 1.8597387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.774215087341812, tolerance: 1.78049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.656537950442406, tolerance: 1.7503487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.043096842200223, tolerance: 1.65441875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.19485297816953, tolerance: 1.73861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.655611400956873, tolerance: 2.13176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.429678739171745, tolerance: 1.8073987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.847217263327476, tolerance: 2.12086875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.15356849090103, tolerance: 1.6244387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.224473047587193, tolerance: 2.06399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.27239604228806, tolerance: 1.73808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.840601051021657, tolerance: 2.08034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.060483613603832, tolerance: 2.154795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.91790690600579, tolerance: 2.4078799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25935896811057, tolerance: 1.71731875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.512195852563863, tolerance: 1.728755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.476616617224987, tolerance: 1.9830200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.964313927712507, tolerance: 2.014955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.451674525101254, tolerance: 1.6884687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.27486296207794, tolerance: 2.07321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.77370430016481, tolerance: 1.7722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.654140610650444, tolerance: 1.90508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.355947100231704, tolerance: 1.62068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.17129153082297, tolerance: 1.5737949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40726084449079, tolerance: 1.88189875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.34484718659215, tolerance: 2.121755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.693813392326668, tolerance: 1.85896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.442094072230118, tolerance: 1.4951200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.595987032051884, tolerance: 2.01368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.052508727298783, tolerance: 2.2469
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.852043162006165, tolerance: 1.7009949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.451481360712954, tolerance: 1.84656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.121269390624091, tolerance: 1.76216875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.747407603221433, tolerance: 2.1467887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.936881908795574, tolerance: 1.9672200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.10251047258125, tolerance: 2.2725487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.363077773791183, tolerance: 1.9627000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.920408514196073, tolerance: 1.77619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.9480304475182, tolerance: 1.87959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.831456086696619, tolerance: 1.84066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.765509712199979, tolerance: 1.65939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.209646161699382, tolerance: 2.09768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.184022555110953, tolerance: 2.12064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.884312317883706, tolerance: 1.8611949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.39452650158447, tolerance: 2.297475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.362648252522558, tolerance: 2.11688875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.502654645708986, tolerance: 1.86391875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.879453615280347, tolerance: 2.173
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.313048284617961, tolerance: 1.88779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.59822086318819, tolerance: 1.962195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.153856131624865, tolerance: 2.0777187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.72911077898025, tolerance: 1.85411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.366678041977824, tolerance: 2.31204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.282325750617932, tolerance: 1.8779387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.54421509564197, tolerance: 2.21259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.176181167083469, tolerance: 2.2493799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08528879920085, tolerance: 1.421075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.078855437743027, tolerance: 2.11422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.422945908008206, tolerance: 1.8038887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.381316014873164, tolerance: 1.87348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.222645318537708, tolerance: 1.70244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.09933411869179, tolerance: 2.14526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.98950566668629, tolerance: 1.7924200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.998910062127505, tolerance: 1.7865549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.575775602307043, tolerance: 1.6895
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.77314845180614, tolerance: 2.256355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.27255063940183, tolerance: 2.2588987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.69654005801772, tolerance: 2.2118200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.65265743034188, tolerance: 1.4021949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.028405869488545, tolerance: 1.8802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.48341968366606, tolerance: 1.7356200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.697151130109445, tolerance: 1.8933187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.021091102924288, tolerance: 2.166675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.346447308088848, tolerance: 2.07233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.688691761919317, tolerance: 1.6913949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.686286949283335, tolerance: 2.0818799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.714738348859346, tolerance: 1.8879949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.31740105042531, tolerance: 1.7459487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.40554166870068, tolerance: 1.467275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.837753944158045, tolerance: 1.628555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.511807373144368, tolerance: 1.86088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.362244505251645, tolerance: 1.7416487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.222410888913986, tolerance: 1.6773887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.649067160541144, tolerance: 1.59198875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.16445060995767, tolerance: 2.400795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.920053300662174, tolerance: 1.4164200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.380763941573633, tolerance: 1.83829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.343887971808908, tolerance: 1.84036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.348520307854942, tolerance: 1.6239387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.678107619747788, tolerance: 1.9235550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.19618905698177, tolerance: 1.8819387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.991913664662562, tolerance: 1.39688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.036375116627575, tolerance: 1.6654200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.908348829138397, tolerance: 1.6029
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.114314962905643, tolerance: 1.3403387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.3758217567724, tolerance: 1.403355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.577018294329168, tolerance: 2.20138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.281026561808886, tolerance: 1.7555949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.96422282062841, tolerance: 1.4511887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.17897115291458, tolerance: 1.6875387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.131848943594902, tolerance: 1.8204887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.349340684014834, tolerance: 2.29534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.426941444911993, tolerance: 1.85086875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.148980378822827, tolerance: 2.1944
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.55696848433334, tolerance: 1.740275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.34203022658543, tolerance: 1.46251875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.250213329117873, tolerance: 1.80608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.541819051309584, tolerance: 2.29294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.743683306255114, tolerance: 1.48901875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.00088265939066, tolerance: 1.8602200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.747230379865538, tolerance: 1.6623550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.263536897150265, tolerance: 1.57233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.80955557667882, tolerance: 2.1025199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.390837087921327, tolerance: 1.5243550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.654329191120727, tolerance: 1.989675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.026404793237763, tolerance: 1.6287949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.75385709515411, tolerance: 2.2860487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.872526909465147, tolerance: 1.5978487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.357581710074818, tolerance: 1.564475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.46713902643194, tolerance: 2.0447949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.99126975367433, tolerance: 1.615195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.565886608679666, tolerance: 1.6811549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.25204967729944, tolerance: 1.7813949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.42828591564484, tolerance: 1.9104200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.858166912149105, tolerance: 1.56536875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.02402497901575, tolerance: 1.8806200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.23683505167011, tolerance: 1.7842887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41239037778174, tolerance: 2.07648875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.702361351770833, tolerance: 1.8503200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.191173839118632, tolerance: 1.8647949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.722339169563078, tolerance: 1.59893875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.23755888164149, tolerance: 2.20431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.6403866430108, tolerance: 2.038595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.102073019252575, tolerance: 1.53028875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.040108873683765, tolerance: 1.42264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.178543404077224, tolerance: 1.8724887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.769841436314092, tolerance: 1.8525549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.182501350499916, tolerance: 1.89819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.858796565444152, tolerance: 1.68183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.429484661782464, tolerance: 1.8901687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.172537389514574, tolerance: 2.1811000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38774083962406, tolerance: 2.05653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.106560392970781, tolerance: 1.72563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.293954305655653, tolerance: 1.56371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.662603245195832, tolerance: 1.33702
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.905997849853094, tolerance: 1.8326887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.814817958877683, tolerance: 1.38958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.873567274595082, tolerance: 1.6166200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.380649844564722, tolerance: 1.57004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.843636824506316, tolerance: 1.86156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.310413702079558, tolerance: 2.0957987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.25777424469756, tolerance: 1.5634487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.441692775227633, tolerance: 1.9748387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.26458858139543, tolerance: 1.56191875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.87610337831173, tolerance: 1.7952387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.601213495563655, tolerance: 1.364795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.499908264087882, tolerance: 2.04328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.956016717764165, tolerance: 1.62018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.937406768798304, tolerance: 1.427155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.001679813555729, tolerance: 1.98318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.48884682399012, tolerance: 1.7713487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.055350190360123, tolerance: 2.0241687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.26093773014485, tolerance: 1.8851949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.3892335491735, tolerance: 1.599995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.317680379741248, tolerance: 1.76508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.03334388366918, tolerance: 1.7459949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.489343945892838, tolerance: 1.7741199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.30713851037816, tolerance: 1.68116875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.173738093632752, tolerance: 1.595075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.358921626914373, tolerance: 1.77298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.50725861759229, tolerance: 1.49794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.539212286950516, tolerance: 1.8709187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.875458015422044, tolerance: 1.67106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.745324934950315, tolerance: 1.67988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.749341364338278, tolerance: 1.5857550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.869454365617933, tolerance: 1.8681950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.924886644696858, tolerance: 1.72852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.373607364582412, tolerance: 1.6362750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.807830603226257, tolerance: 1.9309387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.944868668288308, tolerance: 1.7514687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.050332952223476, tolerance: 1.982395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.97819938069064, tolerance: 1.32221875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.249313172135594, tolerance: 2.05034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.517522753199803, tolerance: 1.5594750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.554926648441787, tolerance: 1.8617987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.14658503303087, tolerance: 1.6233950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.119427827708925, tolerance: 2.166475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.114890826695955, tolerance: 1.84046875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08463095670789, tolerance: 1.5418200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.976811896307936, tolerance: 2.04228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.475423151791047, tolerance: 2.2633387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.166258538612954, tolerance: 1.6026
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.260053622137018, tolerance: 2.23989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.378923349843486, tolerance: 1.71321875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.575557605148262, tolerance: 2.0342387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.436306439530366, tolerance: 1.53371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.516528332108798, tolerance: 2.04974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.63923404249684, tolerance: 1.91304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.274269432519677, tolerance: 1.74369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.718949593561582, tolerance: 2.064795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.976867326339436, tolerance: 1.6752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.445124137556334, tolerance: 1.87752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.91123619230361, tolerance: 2.2689800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.079148168553566, tolerance: 1.59132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.739197136957674, tolerance: 2.05976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.115257152297275, tolerance: 1.4026387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.49046729083622, tolerance: 1.8763687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.73956846363298, tolerance: 1.8598487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.62067356680643, tolerance: 2.02173875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.92977191173996, tolerance: 1.85859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.997168505345442, tolerance: 1.734475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.128484138289195, tolerance: 1.8016687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.525365741455587, tolerance: 1.7279
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.392160255833918, tolerance: 1.8819949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.821196506214523, tolerance: 1.26679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.391820798271695, tolerance: 1.81798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.25556415805002, tolerance: 1.827555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.602801863935994, tolerance: 2.0300000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.299603711983103, tolerance: 2.05068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.121365497185803, tolerance: 2.15101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.827591824734846, tolerance: 1.6279949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.773525110274708, tolerance: 1.66634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.524702456326011, tolerance: 1.8992200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.351971139970026, tolerance: 1.8379550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.2107786668775, tolerance: 1.721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.503114937145423, tolerance: 2.13728875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.644953998107866, tolerance: 1.7206687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.140408035370385, tolerance: 1.7695550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.463986939145556, tolerance: 1.9985199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.35485540518691, tolerance: 2.202875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.463895285764288, tolerance: 1.4981200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.743229019901598, tolerance: 1.8383200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.02059844391614, tolerance: 2.044155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.159937714344874, tolerance: 2.0707887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.694720864026813, tolerance: 1.65952
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.988382501885411, tolerance: 1.4334
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.047780019068572, tolerance: 1.9801887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.884355060062996, tolerance: 2.0526799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.479563178799886, tolerance: 1.7681949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.470964844380532, tolerance: 2.06791875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.844518446074915, tolerance: 1.69888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.860183089922447, tolerance: 1.6228887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.773158142875953, tolerance: 1.418155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.772720023862288, tolerance: 2.1496799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.72728730273775, tolerance: 1.7733387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.87650126896812, tolerance: 1.7640887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.43776917019838, tolerance: 1.8006487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.414674691996645, tolerance: 1.8803200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.996262122463108, tolerance: 2.03923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.253183140544046, tolerance: 2.1624387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.313063172484338, tolerance: 1.7582987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.424419517835185, tolerance: 1.5474200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.716908891132064, tolerance: 1.968955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.962520520514172, tolerance: 1.8001800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.344556362318205, tolerance: 1.7634887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.235899067228392, tolerance: 2.1375949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.517966973800082, tolerance: 1.534195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.868745574202492, tolerance: 2.0225199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.776655253875216, tolerance: 1.472355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.145771323143737, tolerance: 2.1583949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.886526067217504, tolerance: 1.672955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.299606303985684, tolerance: 2.043675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.614246127488443, tolerance: 2.21772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.25559741953166, tolerance: 1.68144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.150904192670227, tolerance: 1.6731949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.101743390863655, tolerance: 1.8201949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.299529348189623, tolerance: 1.723475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.062949070118215, tolerance: 1.6975887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.272223839649142, tolerance: 2.080155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.45092446467524, tolerance: 1.94396875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.67215036691052, tolerance: 1.778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.293967763543723, tolerance: 1.75886875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.656854512403878, tolerance: 1.84664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.495519440892208, tolerance: 2.1853487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.706820961968297, tolerance: 1.73778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.19852261180288, tolerance: 2.1733200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.82193847480169, tolerance: 2.2181949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.44246683366099, tolerance: 1.8141950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.378443301297851, tolerance: 1.54304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.776839619078848, tolerance: 1.6851949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.606370897357039, tolerance: 1.81798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.19761115940769, tolerance: 1.8624200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.615839100137707, tolerance: 1.30473875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.347106418204753, tolerance: 1.704595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.48741692446307, tolerance: 1.72681875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.557101110642916, tolerance: 1.7791387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.23432831591917, tolerance: 2.09519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.270972638054392, tolerance: 2.48981875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.202321270175936, tolerance: 1.7251387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.829762157009213, tolerance: 1.8579887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.190973081547742, tolerance: 1.75462
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.414850885355817, tolerance: 2.0926387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.44614327849909, tolerance: 1.6198750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.626703382393938, tolerance: 1.7275949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.905647489938293, tolerance: 1.74444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.671467186694663, tolerance: 1.9873199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.761470776487993, tolerance: 2.03709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.71613180632166, tolerance: 1.79704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.266767234118525, tolerance: 1.8083187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.879874168058947, tolerance: 1.9593887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.586072757335533, tolerance: 2.12478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.66704734432766, tolerance: 1.7469949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.01701475800691, tolerance: 1.70793875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.37847601807424, tolerance: 2.01798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.600639920544374, tolerance: 2.0393549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.407848533439113, tolerance: 1.9369949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.02110238651179, tolerance: 1.9479387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.217674919424937, tolerance: 1.7639887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.41312177683978, tolerance: 1.8205187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.91175030358896, tolerance: 1.54988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54348477010252, tolerance: 1.7388750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.089233089405766, tolerance: 2.06308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.736778810478707, tolerance: 2.0913887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.561348430646099, tolerance: 1.70754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.921632403536105, tolerance: 1.589995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.971514438650695, tolerance: 1.8088799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.76167622881604, tolerance: 1.74024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.525931238056597, tolerance: 2.0204
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.72027889628165, tolerance: 1.99331875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.441797861025577, tolerance: 1.9662987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.531203648893126, tolerance: 1.9041687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.068088635269817, tolerance: 1.8472887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.856801067246543, tolerance: 2.25608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.693877494931677, tolerance: 2.3852387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.47135877350624, tolerance: 2.52393875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.451773334399693, tolerance: 2.1189199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.840922717044798, tolerance: 1.2842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.583720920806343, tolerance: 1.889795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.289902156291276, tolerance: 2.1528187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.313873181581677, tolerance: 1.9719550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.809937808981587, tolerance: 2.139475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.151382754665416, tolerance: 1.89841875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.455137287617276, tolerance: 1.59296875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.017862601753826, tolerance: 1.800475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.47044590342788, tolerance: 2.0359800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.595941080944517, tolerance: 2.1903949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.006279472756194, tolerance: 1.9375200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.056994987594866, tolerance: 1.74938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.938548378287905, tolerance: 1.89598875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.797747599260603, tolerance: 1.62893875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.656737040379852, tolerance: 2.42519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.718971335228396, tolerance: 1.9845549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01862933638337, tolerance: 1.7493387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.789556598851537, tolerance: 1.8008887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.661207151185312, tolerance: 2.10668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.307620935035782, tolerance: 2.24092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.13301204731553, tolerance: 1.617555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.784646832465612, tolerance: 2.04692
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.65196300574949, tolerance: 2.28978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.35410399639656, tolerance: 1.96432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.57045575739611, tolerance: 1.578795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.632413734934078, tolerance: 2.1630200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.37157227920546, tolerance: 2.0467549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.33245370867117, tolerance: 1.80558875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.864533880281922, tolerance: 1.57893875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.572147188049993, tolerance: 1.7974750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.442380087619675, tolerance: 1.6475549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.84360091281067, tolerance: 1.8917187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.117848949076183, tolerance: 2.254595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.115883771604203, tolerance: 2.03929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.41383105155139, tolerance: 2.2401549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.521293592292157, tolerance: 1.6188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.550243445112997, tolerance: 1.70976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.485629011714721, tolerance: 1.5379550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.864152230654712, tolerance: 2.22089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.51006142765563, tolerance: 2.2828887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.8496243772045, tolerance: 1.7525387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.522456761527224, tolerance: 2.207755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.622204357484645, tolerance: 1.824
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.365502380021772, tolerance: 1.8688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.3912901550753, tolerance: 2.39482
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.452302594203445, tolerance: 1.91599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.145986383188575, tolerance: 1.9760000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.824671580205386, tolerance: 2.23722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.422454555237994, tolerance: 2.33699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.34867021370004, tolerance: 2.37489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.551675998800537, tolerance: 1.91114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.992005398941071, tolerance: 1.23914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.37920276257772, tolerance: 1.8687387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.600121868493668, tolerance: 1.6479387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.646094431320961, tolerance: 2.11418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.867101889621566, tolerance: 2.1254387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.981480111577145, tolerance: 1.9377550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.125392843238727, tolerance: 1.6654
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.103689399399933, tolerance: 1.88199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.33377800883347, tolerance: 1.98569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.0667914882927, tolerance: 1.91968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.436395402827007, tolerance: 2.2905949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.86988099190694, tolerance: 2.1683487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.616492884068983, tolerance: 1.7797549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.324185693118224, tolerance: 1.93802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.380144724900944, tolerance: 2.09226875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.16521584127501, tolerance: 1.9397550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.276495055001867, tolerance: 1.8125
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.058122064327133, tolerance: 1.83018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.88709176938036, tolerance: 1.7107949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.586196493811915, tolerance: 2.08294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.711391159796513, tolerance: 1.8808387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.57169445019229, tolerance: 1.7560387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.311927723695995, tolerance: 2.3424750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.551905798440497, tolerance: 1.9634387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.927329728236227, tolerance: 1.55853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.48336142724117, tolerance: 1.752595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.81820889200947, tolerance: 1.5862
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.60559733242661, tolerance: 2.12659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.090293606504147, tolerance: 1.9983949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.946234047625236, tolerance: 1.73593875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.875774119738798, tolerance: 1.748355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.473516527366954, tolerance: 1.36504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.89914243971657, tolerance: 1.61163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.049831726995993, tolerance: 2.22764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.238894778128525, tolerance: 2.0394987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.089339670479376, tolerance: 1.7113387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.653672766647897, tolerance: 1.691275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.912855404973758, tolerance: 1.548675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.066858859918398, tolerance: 2.04443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.09385477392332, tolerance: 1.67258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.410487006698965, tolerance: 1.437195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.662334965068386, tolerance: 2.0087949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.085556477014403, tolerance: 2.1945
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.973032074489838, tolerance: 1.46662
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.751048953179694, tolerance: 1.5881387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.93104410036907, tolerance: 1.56279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.3681783635648, tolerance: 1.6864750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.157523045767867, tolerance: 2.02584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.75620262015918, tolerance: 1.87503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.85269215014721, tolerance: 1.35394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.759353158256728, tolerance: 1.6407887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.7800523897889, tolerance: 1.77001875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.267981349518493, tolerance: 1.8971949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.01689315942501, tolerance: 1.67516875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.331679733987702, tolerance: 1.72384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.678541028855935, tolerance: 1.882195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.41943563004349, tolerance: 1.58988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.59572845893915, tolerance: 1.7625949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.37880004164756, tolerance: 2.0739949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.73460924730408, tolerance: 1.8860750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.546950214974188, tolerance: 1.92979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.139891215557299, tolerance: 1.688195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.632795962069988, tolerance: 1.539555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.184712329954444, tolerance: 1.948955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.4574061995857, tolerance: 1.9316887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.816336419443154, tolerance: 1.337155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.852790994992933, tolerance: 2.333195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.866462858934243, tolerance: 1.65792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.253999974286195, tolerance: 2.26566875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.559510838444453, tolerance: 1.52908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.82884718731492, tolerance: 1.54601875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.076444602819457, tolerance: 1.1635950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.940256746682003, tolerance: 2.1959550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.306884101885128, tolerance: 1.38964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.924147346548345, tolerance: 1.5989200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.913599927517684, tolerance: 1.45032
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.933079654887095, tolerance: 1.917355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.706702880050948, tolerance: 1.473595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.181523125882869, tolerance: 1.7564887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.300499421717788, tolerance: 2.2858187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.17466274892279, tolerance: 1.60699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.677381368375247, tolerance: 1.697955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.813319545237523, tolerance: 1.7427887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.364143565571249, tolerance: 1.99229875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.735258262812483, tolerance: 2.062875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.554675858654655, tolerance: 1.79978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.22482489671478, tolerance: 1.82479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.907650930430592, tolerance: 1.87866875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.40071952708404, tolerance: 1.7794687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.056352134626614, tolerance: 1.7185799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.774672716475134, tolerance: 1.6246200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.9177092018183, tolerance: 1.919755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.94731062312083, tolerance: 1.6416000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11002365964146, tolerance: 1.9357487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.628461561325718, tolerance: 1.61106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.70619707350624, tolerance: 1.59532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.53654817726231, tolerance: 2.1401887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.644803369713333, tolerance: 1.35722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.181152366194928, tolerance: 1.50638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.432835902213267, tolerance: 1.7360200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.64167215884421, tolerance: 1.8918487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.130362727012914, tolerance: 2.047995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.106637253300322, tolerance: 1.7241887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.430729680604962, tolerance: 1.95334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.04679002256169, tolerance: 1.78246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.194804910046614, tolerance: 2.332875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.283250216992643, tolerance: 1.7521200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.781914309251963, tolerance: 2.0159987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.368797997638687, tolerance: 1.9443887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.99897728101422, tolerance: 1.643355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.034618052638216, tolerance: 2.1039887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.102039282271198, tolerance: 1.77361875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.966071148369288, tolerance: 2.06859875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.143667020454288, tolerance: 1.8206200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.69129222325752, tolerance: 2.0013199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.558297358415693, tolerance: 1.72108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.760707034722953, tolerance: 1.4969200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.160351934957326, tolerance: 1.7792200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.62413781153527, tolerance: 1.789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.398196204457744, tolerance: 1.6095550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.52162877992488, tolerance: 1.38326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.746317215348363, tolerance: 1.86179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.08223746562343, tolerance: 1.3917387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.28143394588757, tolerance: 1.8007950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.313290965774982, tolerance: 2.28039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.133835110524934, tolerance: 1.70929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.481183241702713, tolerance: 1.5293550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.888979543352423, tolerance: 1.8897987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.853803971546178, tolerance: 1.30439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.356511800456516, tolerance: 1.67166875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.839631713816086, tolerance: 2.19098875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.30033783992802, tolerance: 1.5772799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.12905927006129, tolerance: 1.8722799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.28922421429997, tolerance: 2.0734887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.079244099975853, tolerance: 1.6616387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.24715470187441, tolerance: 2.182275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.776674293849382, tolerance: 1.97858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.134971687695693, tolerance: 1.61861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.736721086446945, tolerance: 1.64464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.947914908026164, tolerance: 1.9836987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.12835218472427, tolerance: 1.9246387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.662330950413203, tolerance: 2.03853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.151873429828694, tolerance: 1.8979987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.605735567174904, tolerance: 1.5642887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.993856775573011, tolerance: 1.88014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.309658918936226, tolerance: 1.6423
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.042000009219585, tolerance: 2.08343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.145446581772468, tolerance: 1.6360887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.922076309860955, tolerance: 1.436795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.47805459814856, tolerance: 1.7861
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.021529961460153, tolerance: 1.63162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.684883560121854, tolerance: 1.7088750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.971870331745682, tolerance: 2.066075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.144695432244806, tolerance: 1.498475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.330178443104362, tolerance: 1.9137387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.80934096230764, tolerance: 2.0425987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.73544676365785, tolerance: 1.6118200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.797826181647416, tolerance: 1.6692887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.730038791889454, tolerance: 2.04524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.1018298164532, tolerance: 1.9733887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.325639443656108, tolerance: 1.6016487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.970747248628683, tolerance: 2.1591950000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.726294938757782, tolerance: 2.32563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.554663635523163, tolerance: 2.3262799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.90284181242677, tolerance: 1.5773387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.3587382982897, tolerance: 2.24958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.827570971557915, tolerance: 1.2809000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.38347698150586, tolerance: 1.7340799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.99970603721072, tolerance: 1.7598887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.425839881092784, tolerance: 1.72269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6687320715072, tolerance: 2.1697949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.73541108506553, tolerance: 1.65146875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.304922663312645, tolerance: 1.9221887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.109282685765354, tolerance: 1.97422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.178382340498317, tolerance: 1.9893387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.141472832230722, tolerance: 1.9071887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.920701193238962, tolerance: 1.46552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37931371823812, tolerance: 1.3356387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.608178257237686, tolerance: 1.17708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.44920137904405, tolerance: 2.55773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.140549966689193, tolerance: 2.02918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.834200753014766, tolerance: 1.7938687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.815008000992492, tolerance: 1.73251875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.0248524930633, tolerance: 1.48113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.284285415415205, tolerance: 1.9464487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.72869147936597, tolerance: 1.22701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.976162782078074, tolerance: 1.98488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.12758179579361, tolerance: 1.685155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51556241322124, tolerance: 1.7817887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.445589545750465, tolerance: 2.0128487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.212685816328959, tolerance: 1.82948875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.402513537213736, tolerance: 1.46188875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.24374255381334, tolerance: 1.97838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.875556063597774, tolerance: 1.9753200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.22332734682425, tolerance: 2.239595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.10270133547581, tolerance: 1.713355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.843626906002218, tolerance: 1.8798750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.457729459508872, tolerance: 1.57431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.886384037454114, tolerance: 1.543755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.881467553231587, tolerance: 1.80569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.933820255870526, tolerance: 1.87424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.989619321309423, tolerance: 1.9810387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.320101743504104, tolerance: 2.1285550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.690034207224002, tolerance: 1.963675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.20763354849627, tolerance: 2.2466387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.537812820094974, tolerance: 2.19852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.56703712689933, tolerance: 2.052955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.240018345334967, tolerance: 1.90271875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.87505374349337, tolerance: 1.6912387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.20911581531382, tolerance: 1.9089949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.049016570711615, tolerance: 2.230355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52967390116508, tolerance: 1.5360887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.021747728359024, tolerance: 1.69569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.151590324775785, tolerance: 2.4506487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.346193988197435, tolerance: 1.49969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.942779544224294, tolerance: 2.25988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.506456625937947, tolerance: 2.0336487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.691176654006837, tolerance: 1.51928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.80312705997539, tolerance: 1.78838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.06252781901051, tolerance: 1.9267687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.189913583188922, tolerance: 1.8855187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.727229807108593, tolerance: 2.1389
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.435459036790846, tolerance: 2.0084487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.267373496512182, tolerance: 1.73026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.86184673380496, tolerance: 1.8727949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.19450188820906, tolerance: 2.11288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.98451789206474, tolerance: 1.586395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.35424931876405, tolerance: 1.70648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.796179852958854, tolerance: 2.0474799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.82968972334175, tolerance: 2.27122
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.440603576539377, tolerance: 1.534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.916213260439473, tolerance: 1.7983949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.68868469674603, tolerance: 1.498395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.378655381015186, tolerance: 1.8505949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.98801201436305, tolerance: 1.66484875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.528332740251543, tolerance: 1.97236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.351231103531486, tolerance: 1.91048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.23796646246511, tolerance: 1.7154
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.862983217551044, tolerance: 2.01538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1397400316909, tolerance: 1.7899550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.038671995031184, tolerance: 1.6018200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.051885311881904, tolerance: 1.8036200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.57257669954391, tolerance: 1.5529987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.332977715598716, tolerance: 1.4287487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.635494501269868, tolerance: 1.68714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.681107469159777, tolerance: 2.4251199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.459326255149197, tolerance: 1.97908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.188105715252128, tolerance: 2.2047950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.410158783240508, tolerance: 2.0400487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.859657846773848, tolerance: 2.25932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.102107879669557, tolerance: 2.231675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.369813504797143, tolerance: 1.9657
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.946942670239366, tolerance: 1.65861875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.662497556156731, tolerance: 1.73204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.27159781798222, tolerance: 1.60808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.727928465085705, tolerance: 1.9086387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.224895717054565, tolerance: 1.47308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.810624133257965, tolerance: 1.5229000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.672679901119212, tolerance: 1.9251200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.145368065768142, tolerance: 1.571155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.295352816190505, tolerance: 1.5590887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.664884381291646, tolerance: 1.6677487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.38579224355263, tolerance: 1.7051200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.889158721871485, tolerance: 2.01973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.190884753121498, tolerance: 1.8485487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.477505265552114, tolerance: 2.061075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.470196210351027, tolerance: 1.6795487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.593310159382693, tolerance: 1.7999949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.448601705404325, tolerance: 1.95764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.726076485498517, tolerance: 2.0432799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.51430691600502, tolerance: 1.8059199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.102714458620245, tolerance: 1.99959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.41049492960049, tolerance: 1.3592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.68756547639829, tolerance: 1.8148799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11781482730217, tolerance: 1.5851987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8239224503402, tolerance: 1.8989887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.682031203701413, tolerance: 2.26628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.07864405106509, tolerance: 1.999675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.655311811556352, tolerance: 1.944355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.208556181969456, tolerance: 1.7736750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.172584449026438, tolerance: 1.42809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.190584959463422, tolerance: 1.354795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.25382718642278, tolerance: 1.7703
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.336912788016573, tolerance: 1.7412750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.36322358450937, tolerance: 1.39973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.476135675349585, tolerance: 1.868475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.139949042249825, tolerance: 2.260955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.35096723649401, tolerance: 1.40258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.636128370413424, tolerance: 1.851555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.186318201582242, tolerance: 1.81351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.627328630737534, tolerance: 1.8899687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.142638964369723, tolerance: 1.8061
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.449218802928215, tolerance: 1.6944687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.18283662386831, tolerance: 1.8876887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.1525118609867, tolerance: 1.2337950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.226547440376002, tolerance: 1.8739800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.372980441232135, tolerance: 1.9091887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.740739303797415, tolerance: 2.14171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.666450762824404, tolerance: 1.8286200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20747811732861, tolerance: 1.5935487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.8807928000455, tolerance: 1.70584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.758040046490276, tolerance: 1.6533387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.660918447052016, tolerance: 2.10512
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.729924468171422, tolerance: 1.8304887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.95310569779262, tolerance: 2.06962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.442626928802813, tolerance: 1.9443200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.686853701947754, tolerance: 1.9436799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.436068431934437, tolerance: 1.38604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.176274854724124, tolerance: 1.6582487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.50248330020117, tolerance: 1.338355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.07980281999071, tolerance: 1.8538000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.159715310056253, tolerance: 1.38023875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.526604709591453, tolerance: 1.691755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.99738528567046, tolerance: 1.86004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.075115200522944, tolerance: 1.4159987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.47217035406053, tolerance: 1.60948875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.592192543861334, tolerance: 1.79944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.237632524873593, tolerance: 2.0813949999999997
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.0450854152910125, tolerance: 1.59838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.64772128098864, tolerance: 1.7732750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.51798186993359, tolerance: 2.1687487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.315205358610697, tolerance: 1.67982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.13739312207896, tolerance: 1.92604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.217555983294815, tolerance: 2.14024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.09387295605943, tolerance: 2.16584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.65533984879586, tolerance: 1.7441949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.012617511943517, tolerance: 1.6517549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.713436580695294, tolerance: 2.25178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.976796138388956, tolerance: 1.8287187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.62915044364721, tolerance: 1.69573875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.644891441366056, tolerance: 1.5885949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.77946072877482, tolerance: 1.79253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.826177275823532, tolerance: 1.6846750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.63486547564413, tolerance: 1.7693387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.03450852280895, tolerance: 1.578875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.009495526280844, tolerance: 1.41691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.463737942666384, tolerance: 1.8453199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.45349193478374, tolerance: 1.70028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.28632251064578, tolerance: 1.67114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.195522069187774, tolerance: 2.18248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.196384169580178, tolerance: 1.63128875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.78944440367942, tolerance: 1.7648000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.450472426078335, tolerance: 1.98939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.712139623890323, tolerance: 1.4111
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.900151173312786, tolerance: 1.74349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.655448582796318, tolerance: 1.35249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.54449424215707, tolerance: 1.8059887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.70050368321943, tolerance: 1.80512
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.344467939494834, tolerance: 2.45706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.70111520224921, tolerance: 1.9584487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.65930369888136, tolerance: 2.0499199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.141294025380557, tolerance: 1.6619187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.13271933735093, tolerance: 1.9759550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.520092886805514, tolerance: 2.0394799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.505815952494842, tolerance: 2.4561
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.96454980580118, tolerance: 1.800675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.852848781456814, tolerance: 1.7771200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.982814934217664, tolerance: 1.377475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.771043688608394, tolerance: 1.5067549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.673472280678652, tolerance: 1.8904387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.64617226504477, tolerance: 1.9631200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.88011680733498, tolerance: 2.14433875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.15883358260875, tolerance: 1.6027987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.73278070141966, tolerance: 2.059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.933730098949354, tolerance: 2.16494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.303191697333006, tolerance: 1.7698887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.91273670823831, tolerance: 1.42474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.45641369281667, tolerance: 1.9069949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.29010497333817, tolerance: 1.619355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.61478363867745, tolerance: 1.91901875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.07055255560821, tolerance: 2.05419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.46704934494968, tolerance: 2.1545949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.503606304098724, tolerance: 1.7676487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.675504560218577, tolerance: 1.48778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.340892983806654, tolerance: 2.06216875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.21953849450014, tolerance: 1.898395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.885445852044228, tolerance: 1.6697887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.960193985188006, tolerance: 1.4146750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.93521185292518, tolerance: 2.3533
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.13906042619977, tolerance: 1.53334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.33911757156246, tolerance: 1.947955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.141324332417746, tolerance: 1.778675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.364701208346563, tolerance: 1.81438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.088539547161055, tolerance: 1.3773549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.407064495045148, tolerance: 1.649675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.369081478431006, tolerance: 1.7702387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.13203059310664, tolerance: 2.24758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.71300317726893, tolerance: 1.6507550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.57488946087943, tolerance: 2.14673875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.716480106757825, tolerance: 1.626555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.67173321457351, tolerance: 1.82541875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.115923483890704, tolerance: 2.1560200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.79686612959724, tolerance: 1.4809200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.51193564905492, tolerance: 1.3267187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.38397325215508, tolerance: 1.39871875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.22459263771686, tolerance: 2.1182487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.064009930099445, tolerance: 1.36483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.63823573045307, tolerance: 2.1889000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.85953125740486, tolerance: 1.5787
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.0629312627934, tolerance: 1.60709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.64587036291937, tolerance: 1.655955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.018061828826454, tolerance: 2.074195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.01264600691389, tolerance: 1.6726687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.374861532017064, tolerance: 2.27298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.25063428585396, tolerance: 1.9458387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.713231928481974, tolerance: 1.9147487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.52012464563351, tolerance: 1.73678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.37692829342822, tolerance: 1.8243549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.41684188847289, tolerance: 2.10951875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.439201349592324, tolerance: 1.8811949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.40668107511834, tolerance: 2.037355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.74898215434778, tolerance: 2.11178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.31100345077152, tolerance: 1.99763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.025110477978977, tolerance: 1.8460387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.269847649201196, tolerance: 1.7007549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.71616765611295, tolerance: 1.7273987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.053338880160936, tolerance: 1.8569200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.678227646269434, tolerance: 2.025075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.629005699227086, tolerance: 1.433275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.82057268363915, tolerance: 1.6696487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.760421234607627, tolerance: 2.085755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.10979988552082, tolerance: 1.69408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.371061344442378, tolerance: 1.48489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.808368668471253, tolerance: 2.01653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.624817045779093, tolerance: 1.7612750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.337363498958958, tolerance: 1.6781949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.195208923266353, tolerance: 2.4235949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.724888516244697, tolerance: 1.7611
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.02243918479155, tolerance: 1.80778875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.16098771431153, tolerance: 1.9394
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.97915061640618, tolerance: 1.4663187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.65844908166531, tolerance: 1.76476875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.080435757327622, tolerance: 1.6692987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.425406645992403, tolerance: 2.26788875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.34706379213931, tolerance: 1.8000487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.991677811776313, tolerance: 1.58584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.568329109090033, tolerance: 2.01492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.162574084479107, tolerance: 1.78898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.634190539246752, tolerance: 1.8019200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.218638663137522, tolerance: 1.6236000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.788576150716978, tolerance: 1.4012387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.044996664536725, tolerance: 2.0194487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.12762445468134, tolerance: 1.80771875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.665758843951231, tolerance: 1.63041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.967118540289878, tolerance: 1.7766487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.74226241564083, tolerance: 1.720555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.728552596030692, tolerance: 1.81958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.42508401247334, tolerance: 1.51628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.91508028079304, tolerance: 1.8266887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.69751750594424, tolerance: 1.5388799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.715130646668356, tolerance: 1.7245387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.84922846868999, tolerance: 1.471795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.188229036960294, tolerance: 1.5205950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.956082258180466, tolerance: 1.9791949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.766878698984435, tolerance: 1.684755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.236244131540758, tolerance: 1.99989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.719527753800705, tolerance: 1.8247
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.397162150194694, tolerance: 1.6574187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.584200763194815, tolerance: 1.51376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.78219425937401, tolerance: 2.23454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.27890186256201, tolerance: 2.04049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.362129437060236, tolerance: 1.37618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.296556624330343, tolerance: 2.23272
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.00773281301649, tolerance: 1.38718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.25075952954287, tolerance: 1.7762887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.134512549576414, tolerance: 1.58118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.36351516289332, tolerance: 1.8834887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.464205220720196, tolerance: 1.9643800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.42316523622758, tolerance: 1.7941949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.917268241267225, tolerance: 1.7014887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.892011282636677, tolerance: 1.75469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.229341022142755, tolerance: 1.8490000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.243773639566168, tolerance: 1.5173887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.13030426330375, tolerance: 2.1317550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.652338727024047, tolerance: 1.485995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.746820628980597, tolerance: 1.74379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.89145955352367, tolerance: 1.78668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.43083295829389, tolerance: 1.73789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.05626829679825, tolerance: 1.41559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.089087568400174, tolerance: 1.53804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.886894696680034, tolerance: 1.68449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.90113057150197, tolerance: 1.962155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.661799773099702, tolerance: 1.8147550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.771976267590183, tolerance: 2.0765949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.75824922634633, tolerance: 1.8137487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.19466160872313, tolerance: 2.1599549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.450232123446199, tolerance: 1.6599000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.71956866024856, tolerance: 2.0721550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.363926332932188, tolerance: 2.04841875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.06694220158039, tolerance: 1.70838
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.88337827950229, tolerance: 1.6800387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.17108973699899, tolerance: 2.05138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.781280083809165, tolerance: 2.1534750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.568932667401544, tolerance: 1.5994000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.367359021087612, tolerance: 1.927995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.456072676012745, tolerance: 1.9812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.614917942179268, tolerance: 1.5832799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.512896303997486, tolerance: 1.9555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.884242113799917, tolerance: 1.6268799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.320093242437617, tolerance: 1.636955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.40641875486675, tolerance: 1.7751987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.59576115225175, tolerance: 2.049595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.529831026454698, tolerance: 1.8305949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.611656678846, tolerance: 1.854675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.55137622985412, tolerance: 1.8109887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.221404019747563, tolerance: 1.53988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.476789309534556, tolerance: 1.3876187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.639633082820012, tolerance: 1.917955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.941370590412692, tolerance: 1.9637550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.13122752601484, tolerance: 1.92773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.46305719851503, tolerance: 2.2824799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.911360941651587, tolerance: 1.7696387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.324928606615195, tolerance: 2.05019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.662286507777267, tolerance: 1.6721549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.766367854173865, tolerance: 2.133155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.839384758772752, tolerance: 2.38216875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.647985072821758, tolerance: 1.9243949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.085639587245627, tolerance: 1.67499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.55080670735868, tolerance: 1.7056887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.885703216575656, tolerance: 1.4594387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.37902686091482, tolerance: 1.5628487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.94041065558892, tolerance: 1.8573000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.368205062313834, tolerance: 2.0008799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.153440289740097, tolerance: 1.81014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.792709033989006, tolerance: 1.68298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.386369836199037, tolerance: 1.7410687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.065177461313663, tolerance: 1.6382750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.848586495195185, tolerance: 1.67684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.828207614989275, tolerance: 1.8515387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.8965800671584905, tolerance: 1.5891800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.281885892941055, tolerance: 1.9262387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.70548334734861, tolerance: 1.812155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.288608298297145, tolerance: 1.8850987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.71099783600306, tolerance: 1.62268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.67787460946726, tolerance: 1.7561949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.852057813845363, tolerance: 1.6831487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.51307368120502, tolerance: 1.9993687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.542830233445326, tolerance: 1.8333387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.58317656405473, tolerance: 1.55823875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.8260391106032, tolerance: 2.36219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.25397054037125, tolerance: 1.70556875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.637753721814747, tolerance: 1.90526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.57431452730494, tolerance: 1.8759949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.57755498711284, tolerance: 2.05684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.08860976249735, tolerance: 1.96372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.309250311361502, tolerance: 1.74566875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.237307315572302, tolerance: 1.9918987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.748803460032264, tolerance: 1.8400487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.7348619956116, tolerance: 1.79908875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.056327580070768, tolerance: 1.732995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.97708340624958, tolerance: 2.07263875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.833673782782306, tolerance: 1.92784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.418351116014446, tolerance: 1.82138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.99194829972066, tolerance: 1.8255687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.223779179180735, tolerance: 2.0090387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.379220008194714, tolerance: 1.40648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.913696149002345, tolerance: 2.0438887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.821270385120439, tolerance: 1.3915950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.945966447553435, tolerance: 1.72759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.22479386749126, tolerance: 2.0813949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.703856690757181, tolerance: 1.86964875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.514457234393696, tolerance: 2.04124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.837772531587436, tolerance: 2.0857550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.180329886949835, tolerance: 1.7205550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.485064953636964, tolerance: 1.8253800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.35690573866296, tolerance: 1.7849949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.31560607793786, tolerance: 1.9847799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.45317709791601, tolerance: 1.9426
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.86163822239047, tolerance: 2.5048887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.839267680149923, tolerance: 2.31218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.235851155124365, tolerance: 1.69976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.757880634277512, tolerance: 1.90671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.404648167315564, tolerance: 1.71049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.298165376443002, tolerance: 1.416995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.132949770214793, tolerance: 1.5223550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.917629521082194, tolerance: 1.5392750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.607913016591636, tolerance: 1.86368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.97208651570574, tolerance: 1.7962799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.7151677360714, tolerance: 2.0246
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.933865273683928, tolerance: 2.0024687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.27194338409293, tolerance: 1.61261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.416596898518094, tolerance: 1.89119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.909059587650553, tolerance: 2.05563875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.812027056761497, tolerance: 1.6747949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.77761358048768, tolerance: 1.90772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.433943588157234, tolerance: 1.7874750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.49555846974878, tolerance: 1.9095949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.338977932349362, tolerance: 1.41108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.49652865315954, tolerance: 1.4949387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11844443541107, tolerance: 1.84259875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.076888355173104, tolerance: 1.99652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.25327312334923, tolerance: 2.126555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.00088908911294, tolerance: 2.10602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.786373841159786, tolerance: 1.6353187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.76372930501377, tolerance: 1.53479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.404394681703202, tolerance: 1.8607950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.961170556964372, tolerance: 1.7351949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.175650279917456, tolerance: 1.8524
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.941710867103737, tolerance: 2.0880799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.730921335179076, tolerance: 1.48756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.770730813492223, tolerance: 2.0201687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.469202581356996, tolerance: 1.9215550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.116003669211427, tolerance: 1.9042200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.30695059905337, tolerance: 2.26894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.683022290884914, tolerance: 1.9929887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.952345827727903, tolerance: 2.04358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.584573965893096, tolerance: 2.12899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.71856251196492, tolerance: 1.7819949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.34761799372584, tolerance: 1.8769
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.361157617165063, tolerance: 1.88504875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.154895421636958, tolerance: 1.43284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.119308065828555, tolerance: 1.4167200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.59367748790843, tolerance: 1.98708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.583609757285075, tolerance: 1.8247887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.93766854670058, tolerance: 2.44486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.330833258476089, tolerance: 1.77649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.850155672935166, tolerance: 1.9042887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.756307687866958, tolerance: 1.4137187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64215625004062, tolerance: 2.0444750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.72289424653565, tolerance: 1.62939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.227866294914826, tolerance: 2.0013199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.489993941044656, tolerance: 1.7317200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.05901746831652, tolerance: 1.6930387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.627847729234087, tolerance: 1.9235949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.93107146754816, tolerance: 2.3609
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.859312820727762, tolerance: 1.89211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.049795334325935, tolerance: 2.0739387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.0478796318352, tolerance: 1.94688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.36966280745185, tolerance: 1.9091387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.095406638426077, tolerance: 2.17588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.790499980064716, tolerance: 1.811955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.322490184623497, tolerance: 2.09658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.76175165943176, tolerance: 1.6662750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.726028054335973, tolerance: 1.8437987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.815285433636483, tolerance: 1.8390187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.930998323264305, tolerance: 1.8191387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.630652411140897, tolerance: 2.121755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.581341756469708, tolerance: 1.665675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.30438444059609, tolerance: 1.72058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.517982010253732, tolerance: 2.2084200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.711700534265905, tolerance: 1.913355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.53978653686177, tolerance: 1.98819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.942811474513512, tolerance: 1.7608887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.52496296039213, tolerance: 1.5894000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.589617440966872, tolerance: 1.723675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.52832708599981, tolerance: 1.88428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.485472145191146, tolerance: 1.522955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.101323967104502, tolerance: 1.486675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.464057802262175, tolerance: 2.22059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.0078308249445, tolerance: 1.95996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.150023354244933, tolerance: 1.77826875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.199720101351716, tolerance: 1.8582
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.844496378230403, tolerance: 1.70284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.342640011172158, tolerance: 1.80528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.89150869409206, tolerance: 1.74993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.101265856478456, tolerance: 2.3207
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.405452605049305, tolerance: 2.18999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.464825808975014, tolerance: 1.99314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.00860076822123, tolerance: 1.75224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.365782041015507, tolerance: 2.05804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.51600609564593, tolerance: 2.03524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.463623551577033, tolerance: 1.6945000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.437071805805918, tolerance: 1.8555550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.851200595101385, tolerance: 2.3745387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.521097724337398, tolerance: 1.9368800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.342945687648456, tolerance: 2.0231199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.923590711592354, tolerance: 1.8778200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.37547088570116, tolerance: 2.2019800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.85785645233255, tolerance: 1.75464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.037095151819027, tolerance: 1.83499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.397512978690095, tolerance: 2.073875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.705200080195336, tolerance: 1.97619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.3766965392946, tolerance: 1.6943387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.890647492826798, tolerance: 1.4634387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.596889496856523, tolerance: 1.77432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.08040175045987, tolerance: 1.8524487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.80151555225393, tolerance: 1.69632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.963532844694832, tolerance: 1.86136875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.003831589814734, tolerance: 2.0304387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.680529502408795, tolerance: 2.2227949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.794081930988572, tolerance: 2.0375550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.62698748923963, tolerance: 1.55283875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.500826027723825, tolerance: 1.6893887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.420711858994157, tolerance: 2.0522387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.187641554056963, tolerance: 1.9866000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.549239950321983, tolerance: 2.1816887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.93688446652671, tolerance: 2.07822
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.996416749527327, tolerance: 1.8676750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.246927940441168, tolerance: 1.77209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.97812216507678, tolerance: 1.9287199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.625683445730065, tolerance: 1.89008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.281985234210925, tolerance: 1.8100200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.153355770464973, tolerance: 2.043395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.897766070009038, tolerance: 1.6968750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.121610411220438, tolerance: 1.8943949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.161595333309922, tolerance: 1.64461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.379719313012906, tolerance: 2.06384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.748159171411736, tolerance: 1.948195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.646312968212767, tolerance: 1.1885949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.158633897843785, tolerance: 1.6
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.719341439476423, tolerance: 2.07801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.202513797969644, tolerance: 1.8759949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.040034242555109, tolerance: 1.9058487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.273229275005157, tolerance: 1.9941987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.636548882519065, tolerance: 2.106995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.606529102627956, tolerance: 2.075795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.377822009381177, tolerance: 1.9861550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.226159093156728, tolerance: 2.1226387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.326223833717755, tolerance: 1.7014200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.833579626455528, tolerance: 1.7952750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37200102396897, tolerance: 1.63439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.5338758951941, tolerance: 2.1352200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.69366268329472, tolerance: 1.8604987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.05899176529957, tolerance: 1.880155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.39989545399844, tolerance: 1.7174800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.01741056887114, tolerance: 1.9111949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.45202641254681, tolerance: 1.784155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.787076603262317, tolerance: 1.9541387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.967567546856287, tolerance: 1.444155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.08987922930066, tolerance: 1.81243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.05368163545105, tolerance: 1.6524987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.985132614679465, tolerance: 1.9236000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.617811589380182, tolerance: 1.450755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.359808797106624, tolerance: 1.73719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17457200924187, tolerance: 1.58912
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.77472868792017, tolerance: 1.6002687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.921317499020724, tolerance: 2.2980387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.57503879181069, tolerance: 1.6531949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.733524849296913, tolerance: 1.8923949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.257190603678882, tolerance: 1.70448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.576734221841445, tolerance: 1.891275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.796738720013316, tolerance: 1.5512887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.260204435705795, tolerance: 1.498155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.253332982432212, tolerance: 1.44061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.032654512729007, tolerance: 1.6777950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.374548698788514, tolerance: 1.4291550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.524495303797961, tolerance: 1.51493875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.118586870262053, tolerance: 2.1351487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.727677594508274, tolerance: 1.8162799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.68219699778409, tolerance: 1.6069200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.760527005571785, tolerance: 2.0853800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.664271365987386, tolerance: 1.93544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.778164251831718, tolerance: 1.29044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.240020185728408, tolerance: 2.21588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.54827708629547, tolerance: 1.7556
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.799628560833032, tolerance: 1.63188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.882058545085394, tolerance: 1.546155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.86844796823972, tolerance: 1.6686800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.530626698001804, tolerance: 2.1371387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.8977672358031, tolerance: 1.8016387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.051832538118516, tolerance: 2.15443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.918173726371556, tolerance: 1.4970799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.243291562427702, tolerance: 1.45288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.044042785943144, tolerance: 1.7958687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.601323260784717, tolerance: 1.7531887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.002227323802565, tolerance: 1.59628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.307737267085628, tolerance: 2.061475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.702053913064283, tolerance: 1.54209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.321558104640657, tolerance: 1.71436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.457804323065403, tolerance: 1.7466000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.807993863210438, tolerance: 1.9877487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.17895236076111, tolerance: 1.7803200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.921117435787323, tolerance: 1.8904687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.957488446815223, tolerance: 1.97788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.573400632117952, tolerance: 2.09461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.78931940608196, tolerance: 1.320155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.69636912772435, tolerance: 1.5854987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.661022959479325, tolerance: 1.3096750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.732905137550343, tolerance: 1.5727487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.790729807686148, tolerance: 1.90018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.46901266282988, tolerance: 1.906955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.293279362726437, tolerance: 1.72729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.318976964839155, tolerance: 1.5903387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.47690327417571, tolerance: 1.3902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.411545356921764, tolerance: 1.8267
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.19614213917396, tolerance: 1.71474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.49208040105674, tolerance: 1.31028875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.3436927027959, tolerance: 2.059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.872678825029677, tolerance: 1.7924187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.666662746163286, tolerance: 1.3553950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.457721128357242, tolerance: 1.5645487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.393632062320975, tolerance: 1.64134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86094836514038, tolerance: 1.7078987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.787288672932437, tolerance: 2.00278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.936879983436953, tolerance: 1.603355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.671834143251676, tolerance: 1.430955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.064117191074352, tolerance: 1.82706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.431053156002593, tolerance: 1.6058887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.877857040671138, tolerance: 1.621675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.917402370486503, tolerance: 1.40241875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.82744321661702, tolerance: 1.6771949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.140277001646865, tolerance: 1.7825550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.1549634577168, tolerance: 1.7660887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.135679997427083, tolerance: 1.03529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.970912789720018, tolerance: 1.3614187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.180515103344103, tolerance: 1.61088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.021783782654907, tolerance: 1.5318200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.149330802785848, tolerance: 1.544355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.75761512346245, tolerance: 1.8415887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.422042779856596, tolerance: 1.58542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.70384187550338, tolerance: 2.0059199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.598948389137647, tolerance: 1.23413875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.570664744152253, tolerance: 1.38586875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.821341276713063, tolerance: 1.8013549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.969366663150193, tolerance: 2.2600200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.78959396912151, tolerance: 1.69901875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.14868709662036, tolerance: 1.44064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.890619227014298, tolerance: 1.6400387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.491589963565659, tolerance: 1.35969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.496362798846668, tolerance: 1.6447387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.913439488915403, tolerance: 1.4761987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.919392774072842, tolerance: 1.235555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.46355992856401, tolerance: 1.8839199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.692110425211748, tolerance: 1.4675549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.022706502134884, tolerance: 1.57113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.61011934359945, tolerance: 1.6278387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.698721370186487, tolerance: 1.7575887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.438003253652482, tolerance: 1.4049200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.45421404931893, tolerance: 1.62523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.63927271937803, tolerance: 1.6875487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.592164906977132, tolerance: 2.180675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.265238992865608, tolerance: 1.55764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.978707512887176, tolerance: 1.5237
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.134208019710034, tolerance: 1.6285549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.63348434338694, tolerance: 1.777155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.38173080015818, tolerance: 1.58569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.485783928843276, tolerance: 1.83289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.613668638662986, tolerance: 1.67438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.984085222362722, tolerance: 1.8034799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.238257592209704, tolerance: 1.6042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.4044752338708, tolerance: 2.033075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.909506440225826, tolerance: 1.8275550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.933592944578812, tolerance: 1.44384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.02242016767871, tolerance: 1.7619887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.753556630065518, tolerance: 1.6008887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18856956602093, tolerance: 2.0070200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.779592892332182, tolerance: 2.0626
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.10896075773196, tolerance: 1.7622387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.104892168318468, tolerance: 1.4853200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.788134699623466, tolerance: 1.4917887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.14440595235135, tolerance: 1.5230000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.081754137964033, tolerance: 1.88126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.201256589008539, tolerance: 1.75759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.14267696179754, tolerance: 1.56276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.745579023480603, tolerance: 2.05548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.876380260439085, tolerance: 1.2820200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.650412022591153, tolerance: 1.584355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.328111910810216, tolerance: 1.6299000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.753587473608135, tolerance: 1.68898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.24449500137529, tolerance: 1.9054887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.503531961118854, tolerance: 1.3805200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.994103962650579, tolerance: 1.8532887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.46032715194034, tolerance: 2.1047549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.309671073102724, tolerance: 1.7741199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.405838642805453, tolerance: 1.75418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.113716462591539, tolerance: 1.58083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.093125125472223, tolerance: 1.425355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.901703964014715, tolerance: 1.61831875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.199798750081023, tolerance: 1.37109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.306279087289052, tolerance: 1.68169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.700890445481523, tolerance: 1.8623949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.482943026339093, tolerance: 1.8739687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.802061091967694, tolerance: 1.7105387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.05173041367484, tolerance: 1.9668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.270501721707582, tolerance: 1.33854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.525397375528105, tolerance: 1.36533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.357360716414355, tolerance: 1.6564687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.40560416991073, tolerance: 2.3113887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.982633698828522, tolerance: 2.0241949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.184779330846768, tolerance: 1.90079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.75374682986056, tolerance: 2.23779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.587026701415546, tolerance: 1.29748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.18314364211158, tolerance: 1.3486200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.87990053982797, tolerance: 1.362875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.010369295460507, tolerance: 2.019355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.234758632697135, tolerance: 1.6594200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.743462294801837, tolerance: 1.7777987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.370718877530848, tolerance: 1.86679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.85440728536203, tolerance: 1.96534875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.049216606864688, tolerance: 1.8847550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.49257030276993, tolerance: 1.8141949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.033148241853663, tolerance: 1.7674487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.231061349197557, tolerance: 1.594195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.606878846930243, tolerance: 1.8129987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.575462363987924, tolerance: 1.6625949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.442780620110316, tolerance: 1.4721
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.663391405150378, tolerance: 2.0098387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.616160256928147, tolerance: 1.612355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.90586320633377, tolerance: 1.863275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.05290694565917, tolerance: 2.1529000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.205253677528198, tolerance: 1.8376200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.694492714717743, tolerance: 1.66949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.91648969903703, tolerance: 1.76088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.744221974733406, tolerance: 2.0445487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.245741400716966, tolerance: 1.7064000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.770551266816986, tolerance: 1.62738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.340079671937854, tolerance: 2.07973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.197746547311052, tolerance: 1.33224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.261779765991754, tolerance: 1.7873949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.859028771655197, tolerance: 1.99919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.491970648525092, tolerance: 1.5885550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.711773078298663, tolerance: 1.46802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.032409721262814, tolerance: 1.54059875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.732074214519383, tolerance: 2.0888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.892721143542186, tolerance: 1.46622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.621192521048133, tolerance: 1.72178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.63006599447841, tolerance: 1.525155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.26208586716512, tolerance: 1.21459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.918062342397809, tolerance: 1.612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.540535253776145, tolerance: 1.4403987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.967258883570649, tolerance: 1.84476875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.419870982693734, tolerance: 1.70353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.290840237169053, tolerance: 1.8252887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.413287030301705, tolerance: 1.812275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.793275268576622, tolerance: 1.75868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.736345386655314, tolerance: 1.79354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.448116454257836, tolerance: 1.90158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.65651811793312, tolerance: 1.6633
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.102935229558103, tolerance: 1.82528875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.920447132841993, tolerance: 1.6670387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.663906614043142, tolerance: 1.6025550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.993838125029379, tolerance: 1.581195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.296671409964281, tolerance: 1.97284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.69711429469681, tolerance: 1.268555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.90181295232889, tolerance: 1.734755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.931302986199128, tolerance: 1.58198875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.500028912555358, tolerance: 1.404555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.482380571764494, tolerance: 1.62118875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.553594113544285, tolerance: 1.27074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.96369000673588, tolerance: 1.49501875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.997500812179354, tolerance: 1.6371949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.346178658754232, tolerance: 1.2349200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.023409170968373, tolerance: 1.63288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.43628685813664, tolerance: 1.237155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.28708796291767, tolerance: 1.65391875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.510940851572684, tolerance: 1.22023875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.058419848596735, tolerance: 1.04024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.351977935227865, tolerance: 1.31836875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.277305404423885, tolerance: 1.39671875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.652030881060856, tolerance: 1.7211200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.51887841172922, tolerance: 1.36664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.306716085852155, tolerance: 1.6265949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.968478915359524, tolerance: 1.19314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.206940328088393, tolerance: 1.7250687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.484243609529763, tolerance: 1.52302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.58297269655548, tolerance: 1.41489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.791017427558614, tolerance: 1.7414200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.552232225253857, tolerance: 1.62268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.950472947631452, tolerance: 1.529395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.396179647198338, tolerance: 1.27092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.29160753784881, tolerance: 1.8054887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.41413941450999, tolerance: 1.15244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.186491334616152, tolerance: 1.415995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61907802747103, tolerance: 1.516355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.61404684811132, tolerance: 1.4791949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.679201535103044, tolerance: 1.2890000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.931609038684165, tolerance: 1.85634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.681010571710837, tolerance: 1.32243875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.73829357347291, tolerance: 1.64081875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.939601222431214, tolerance: 1.4953387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.51816945959837, tolerance: 1.36864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.045016529532884, tolerance: 1.7158987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.328181855782393, tolerance: 1.7589387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.566835597682463, tolerance: 1.58369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.059952829187072, tolerance: 1.7497950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.860781122391078, tolerance: 1.77646875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.141283544881304, tolerance: 1.192955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.23969462473896, tolerance: 1.388555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.028860732229143, tolerance: 1.15448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.011793301502045, tolerance: 1.67982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.450101032723177, tolerance: 1.30892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.341923613085795, tolerance: 1.565275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.05656906232968, tolerance: 1.7471387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.65767517250967, tolerance: 1.8061949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.612592462827543, tolerance: 1.2694200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.228769257722103, tolerance: 1.86624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.908147206134318, tolerance: 1.52203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.721790674109112, tolerance: 1.660355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.848220534668318, tolerance: 1.5662200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.16271785908083, tolerance: 1.46246875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.196769875486005, tolerance: 1.6089887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.869213640835884, tolerance: 1.5961200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.46677587977909, tolerance: 1.5810987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.85185512039146, tolerance: 1.548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.126578561020985, tolerance: 1.53682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.55459593411671, tolerance: 2.0528487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.195709703724507, tolerance: 1.2534
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.45610895230858, tolerance: 1.40616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.249482839673945, tolerance: 1.78438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.822607022628379, tolerance: 1.594675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.000561333581892, tolerance: 1.2552387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.97922691509318, tolerance: 1.3302200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.90201574162409, tolerance: 1.99422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.397588922653465, tolerance: 1.503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.54099134981807, tolerance: 1.38503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.876979731115455, tolerance: 1.45386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.02899472637304, tolerance: 1.9936200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.58378956326772, tolerance: 1.6406887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.03462350963781, tolerance: 1.53696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.09961656136261, tolerance: 1.2826887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.757754421131224, tolerance: 1.8851987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.480386974841489, tolerance: 1.36962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.20716690914741, tolerance: 1.42918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.926173649058143, tolerance: 1.30141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.320497604998945, tolerance: 1.2190200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.634668796433342, tolerance: 1.9031949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.428202414188352, tolerance: 1.43298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.294907599849843, tolerance: 1.71829875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.142697903595575, tolerance: 1.16236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.390674331687556, tolerance: 1.6920187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.41349131768975, tolerance: 1.4204887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.62341557780075, tolerance: 1.8372187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.551538711082237, tolerance: 1.543355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.155593141463804, tolerance: 1.216395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.901599262219936, tolerance: 1.45739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.41553734667286, tolerance: 1.18203875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.941395807362829, tolerance: 1.2315387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.42678040299414, tolerance: 1.5471949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.48345941906679, tolerance: 1.7815800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.77622704293816, tolerance: 1.4340187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.902272175224798, tolerance: 1.826155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.20093262334611, tolerance: 1.6701550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.788431862568288, tolerance: 1.9734887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08572219558011, tolerance: 1.262155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.723554851743307, tolerance: 1.686155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.020779810936155, tolerance: 1.51291875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.920390635907914, tolerance: 1.6865949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.975148539611883, tolerance: 2.2081549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.212684631870978, tolerance: 1.916875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.736821535289495, tolerance: 1.353955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.10425376406845, tolerance: 1.31626875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.51318743837453, tolerance: 1.77062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.040245527774, tolerance: 1.41113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.74449424700122, tolerance: 1.54383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.191348239218778, tolerance: 1.8818200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.447163003103533, tolerance: 1.75508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.25831962855918, tolerance: 1.7511487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.47463317534395, tolerance: 1.55063875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.29848293401882, tolerance: 1.83971875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.200371402113802, tolerance: 1.540755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.39394684382158, tolerance: 2.0311799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.584106913426652, tolerance: 1.8602
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.360095964000024, tolerance: 1.35678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.01634346964451, tolerance: 1.557355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.922036213003587, tolerance: 2.1005000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.79689393490512, tolerance: 1.610955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.36092185406812, tolerance: 2.1212887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.04206827213411, tolerance: 1.8843550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.119472347333154, tolerance: 2.1479199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.205357618380164, tolerance: 1.26364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.012215171149464, tolerance: 1.673475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.3385345470445, tolerance: 2.0149199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.388429518312675, tolerance: 1.71669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.995578211886944, tolerance: 1.97642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.890823208669126, tolerance: 1.5565887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.974125060396386, tolerance: 1.7323887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.564422130128115, tolerance: 1.9756887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.243581960317982, tolerance: 1.86021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.501935616209305, tolerance: 1.60326875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.74956946062619, tolerance: 1.4012200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.319064975967853, tolerance: 1.6333
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.155456106811073, tolerance: 1.67294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.458789087448896, tolerance: 1.5665949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.976580174853147, tolerance: 1.9533550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.27764729236597, tolerance: 1.6607887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07560218680571, tolerance: 1.285955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.07475802995597, tolerance: 1.9826200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.92548447293677, tolerance: 1.585355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.363667973670225, tolerance: 1.7845549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.217107115552864, tolerance: 1.326475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.605241777042249, tolerance: 1.3679387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.89635508114893, tolerance: 1.63573875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.489423989107177, tolerance: 1.6091550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.868480860675483, tolerance: 1.57342
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.633480003728053, tolerance: 2.295
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.750140157478999, tolerance: 1.167395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.093743188063904, tolerance: 1.48233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.090741540736023, tolerance: 1.35694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.53478339259842, tolerance: 1.7033949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.609807194320943, tolerance: 1.149995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.87618731265933, tolerance: 1.42519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.69921891601703, tolerance: 1.594595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.364829882133673, tolerance: 1.4599949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.591969124966539, tolerance: 1.2981950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.722918955358285, tolerance: 1.6433949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.682382941051696, tolerance: 1.3763
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.4819861821589075, tolerance: 1.719355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.34240832096735, tolerance: 1.5834000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.855312594341386, tolerance: 1.53208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.798049446818261, tolerance: 1.66284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.329055510198167, tolerance: 1.9108887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.656656607537547, tolerance: 1.51409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.423298778212914, tolerance: 1.8601949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.710000094945137, tolerance: 1.6270887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.698105462392821, tolerance: 1.74628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.88135238111944, tolerance: 2.1165549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.295408389427656, tolerance: 1.33434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.120999490591833, tolerance: 1.6859949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.769231301667055, tolerance: 1.63319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.931631716028752, tolerance: 1.06359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.239665245359134, tolerance: 2.18369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.44764375939244, tolerance: 1.6153887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.084528411875716, tolerance: 1.42739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.046243180779946, tolerance: 1.6966887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.090426316951202, tolerance: 1.5984387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.847638065288955, tolerance: 1.836875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.015250526001278, tolerance: 1.1571799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.415320895652705, tolerance: 1.6620000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.70644901417044, tolerance: 1.8947487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.287238738902447, tolerance: 1.47099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.80027858176598, tolerance: 1.31664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.93024351169213, tolerance: 1.56718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.073228270261408, tolerance: 1.6613200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.50856344480902, tolerance: 0.93529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.813247995617532, tolerance: 1.346355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.273700950001906, tolerance: 1.40021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.204850926938825, tolerance: 1.7756887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.172995480661786, tolerance: 2.0653949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.502624472419637, tolerance: 1.7276387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.783675655302066, tolerance: 1.95733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.938329975218192, tolerance: 1.99616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.863428033299067, tolerance: 1.76708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.260596035391348, tolerance: 1.9706200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71108419151417, tolerance: 1.86361875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.72537614575029, tolerance: 2.23872
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.98574881368607, tolerance: 2.4685949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.580546778544093, tolerance: 1.8373950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.83600255534236, tolerance: 1.7004387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.803792738692813, tolerance: 2.0909549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.685005839250337, tolerance: 1.6329949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.150034141399285, tolerance: 2.0527200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.06572909887569, tolerance: 2.4093387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.847686449555564, tolerance: 1.6266387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.178329531253528, tolerance: 2.52758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.064372084070612, tolerance: 1.9881550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.531198271330208, tolerance: 1.5372000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.11919038276432, tolerance: 2.34806875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.698995466464417, tolerance: 1.570595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.42482110952777, tolerance: 1.91684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.229314849563657, tolerance: 2.17638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.41120567822456, tolerance: 1.446995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.197621490744584, tolerance: 1.73168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.477588185870594, tolerance: 1.35801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.630469401954112, tolerance: 2.4237550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.437859687915223, tolerance: 1.5403200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.20203944503838, tolerance: 2.01459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.697180332481512, tolerance: 1.62383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.434353711216282, tolerance: 2.0944000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.223201430818808, tolerance: 1.7996487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.54776132113254, tolerance: 1.8000800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.94728491521298, tolerance: 2.07444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.47164209297041, tolerance: 1.8042887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.932708371452456, tolerance: 1.81619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.08059994799647, tolerance: 2.293675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.21639775902492, tolerance: 1.65801875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.34216437965823, tolerance: 2.18129875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.358737933427825, tolerance: 1.5666487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.98762471971927, tolerance: 1.88749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.14419050970972, tolerance: 2.068075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18811403555788, tolerance: 1.4314
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.379644318128683, tolerance: 1.690275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.705016463261604, tolerance: 2.403955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.312727313503057, tolerance: 1.44432
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.529112076447642, tolerance: 1.87804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.920612363570704, tolerance: 1.5745387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.13534883051645, tolerance: 1.98899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.709992255029476, tolerance: 1.6809550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05065998272382, tolerance: 2.230555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.453160249668343, tolerance: 2.82028875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.071105610798064, tolerance: 2.2235487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.92669144471191, tolerance: 1.94719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.42399669469375, tolerance: 1.8708200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.262435434758704, tolerance: 1.478195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.067596797307466, tolerance: 1.7657887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.544391673836017, tolerance: 2.0819
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.225495596395405, tolerance: 1.517395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.15606095701572, tolerance: 1.3230487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.241960014272983, tolerance: 1.78378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02389741107786, tolerance: 1.84044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.67638106331547, tolerance: 1.59298
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.656814917668108, tolerance: 1.86808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.527334415372408, tolerance: 2.21708875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.192652780527666, tolerance: 1.6371987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.684789941518407, tolerance: 2.41108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.520892668199117, tolerance: 1.9119387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.440629720331, tolerance: 1.543155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.775463692286994, tolerance: 1.6880387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.152085027821713, tolerance: 1.7533987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.384674483936955, tolerance: 1.80648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.853847758389186, tolerance: 1.88296875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.548444422916045, tolerance: 2.020875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.13618591432958, tolerance: 1.454795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.41667333540188, tolerance: 1.66729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.99162396678672, tolerance: 2.1494887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52269864421047, tolerance: 1.7570200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.96102587069825, tolerance: 1.316755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.48251126686311, tolerance: 1.770275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.985112490479027, tolerance: 2.0831487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.508655887045595, tolerance: 1.96784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.796905122048887, tolerance: 1.96788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.318161828673688, tolerance: 2.36319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.010212199674, tolerance: 2.08434875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.024084923350387, tolerance: 1.7998200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.372708461377165, tolerance: 1.874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.144947853622554, tolerance: 1.8245387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.886110223546986, tolerance: 2.2269
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.721490802677796, tolerance: 1.896555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.497907699607946, tolerance: 1.7792799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.76691616745978, tolerance: 1.9146387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.41378931284602, tolerance: 1.85224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.669693089204642, tolerance: 2.3084200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.998789220925378, tolerance: 1.9668387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.32837321071285, tolerance: 1.68431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.234481193412712, tolerance: 1.7979549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.452227161581497, tolerance: 1.70669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.387719054609633, tolerance: 1.8921949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.569596740430445, tolerance: 2.24698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.269670062663867, tolerance: 1.8827800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.26701171257734, tolerance: 1.9301949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.292872468195203, tolerance: 2.1105
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.13141060799872, tolerance: 1.79969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.8328788196807, tolerance: 1.6936799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.038569441749466, tolerance: 1.797155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.459949041343187, tolerance: 2.212355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.042105717374213, tolerance: 2.117755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.133043052516975, tolerance: 2.1224387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18728107590543, tolerance: 2.0719550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.174728650759802, tolerance: 1.8565549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.278875310774147, tolerance: 1.405755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.649170765830812, tolerance: 1.6395487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.03361032988107, tolerance: 2.0743549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.706854736947186, tolerance: 1.60628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.61711997269256, tolerance: 2.0248487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.009962792751278, tolerance: 2.10688875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.69843566613656, tolerance: 2.2619987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.611205096742154, tolerance: 1.31178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.791806898071787, tolerance: 1.9373550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.00701841195493, tolerance: 2.066475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.7139341289841, tolerance: 2.01789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.78378777777945, tolerance: 1.7852687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.95782943921194, tolerance: 2.25758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.568454152994914, tolerance: 1.88629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.186283855078088, tolerance: 1.96834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.97821847271757, tolerance: 1.7378387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.332961327499955, tolerance: 1.8219
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.555918776961875, tolerance: 1.8031387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.04703518751597, tolerance: 1.724955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.34646799886128, tolerance: 2.08898875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.874028718756414, tolerance: 1.63982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.31953772276419, tolerance: 2.3369800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.01804320445269, tolerance: 2.2662987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.20733904205128, tolerance: 2.3609199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.691025987571852, tolerance: 1.47528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.524129472993234, tolerance: 2.0253887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.992823638371803, tolerance: 1.92839875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.6831431720048, tolerance: 1.39448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.459461643387167, tolerance: 1.69044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.401597630974134, tolerance: 2.2070000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.002076650638724, tolerance: 1.7361549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.358363992888716, tolerance: 1.8921687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.201218348145796, tolerance: 1.52489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.892289606230467, tolerance: 1.9935987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.18426077782383, tolerance: 2.0001949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.867138450246596, tolerance: 1.88932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.950844113705552, tolerance: 1.63742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.906741122561815, tolerance: 1.7467949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.28193251486503, tolerance: 1.96451875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.172153528027863, tolerance: 1.8343550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.96523236859166, tolerance: 1.6524687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.69164061302145, tolerance: 1.77691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.29978254759164, tolerance: 1.6207887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.938709160647827, tolerance: 2.08219875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.582115059004202, tolerance: 2.207875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.73627612458178, tolerance: 2.17919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.7081825313275, tolerance: 2.0586
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.489682493166827, tolerance: 1.7193549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.961781639344938, tolerance: 1.81978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.5475225912594, tolerance: 1.528755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.588804745732194, tolerance: 1.4747387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.292781259077188, tolerance: 1.7936200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.282990771753177, tolerance: 2.0754987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.535585044851643, tolerance: 1.77521875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.06949898188064, tolerance: 2.18662
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.395840275615555, tolerance: 1.69743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.761336412051342, tolerance: 1.7617387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.658869306883942, tolerance: 1.8337949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.19543485957258, tolerance: 1.8065887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.415159750165664, tolerance: 1.77328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.150059380215055, tolerance: 2.301595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.928846084688395, tolerance: 1.6300750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.362346160110148, tolerance: 2.123355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.483657785436012, tolerance: 1.7873949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.933293842199937, tolerance: 2.4417887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.999340562011085, tolerance: 1.6743949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.547910126821876, tolerance: 2.32343875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.649347961352216, tolerance: 1.99032
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.080360573696957, tolerance: 1.9958200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.40733917709007, tolerance: 1.6806487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.697464083938936, tolerance: 1.35658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.723244302390565, tolerance: 2.1727549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.135907328944462, tolerance: 1.707275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.78077009498451, tolerance: 2.01048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.595685924313118, tolerance: 1.687675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.67297676279969, tolerance: 1.7415799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.939079347591868, tolerance: 2.1950387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.310990674132944, tolerance: 2.0589
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.709819607697156, tolerance: 2.168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.857356179878566, tolerance: 2.0055387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.706850271240796, tolerance: 2.7167000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.96715984033209, tolerance: 1.8752487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.14581203536234, tolerance: 2.11133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.287207701711996, tolerance: 1.7687000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.42024625265555, tolerance: 2.2968200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96968314158754, tolerance: 1.760675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.41926749259556, tolerance: 1.85988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.713518695152093, tolerance: 2.19036875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.36956017077511, tolerance: 2.10838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.095344686710554, tolerance: 2.7252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.32508197332774, tolerance: 1.67766875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.855927894139707, tolerance: 1.83742
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.046656315239463, tolerance: 1.85894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.103679280445466, tolerance: 1.9152887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.267477698226358, tolerance: 1.3243200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.495219007001374, tolerance: 1.7956
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.8983117872606705, tolerance: 1.2697387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.70566668762159, tolerance: 1.190795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.301154556641308, tolerance: 2.15643875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.167586508345, tolerance: 1.85011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.27099277680763, tolerance: 1.8317949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.972202061448913, tolerance: 2.02994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.163570170247333, tolerance: 1.7309949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.499246942398196, tolerance: 1.79308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.333251516291519, tolerance: 1.5441950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.447776229782495, tolerance: 2.3015887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.681656302812623, tolerance: 1.40608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.33824609276731, tolerance: 1.7289549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.303749134785864, tolerance: 2.0326487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.825693597080264, tolerance: 1.7995949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.99376696315638, tolerance: 1.9600799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.88092446905216, tolerance: 1.6695949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.427523077056861, tolerance: 1.9400187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.333760813913592, tolerance: 1.63708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.660006128216384, tolerance: 1.83698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.302137458589108, tolerance: 1.522875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.624548637653426, tolerance: 2.00011875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.032577692136535, tolerance: 2.1953
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.80497606142616, tolerance: 1.74481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.205592763057723, tolerance: 2.1698987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.972316888933063, tolerance: 1.77288875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.332056125825275, tolerance: 1.928075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.410351974016407, tolerance: 2.3085987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.991430895726968, tolerance: 1.41448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.4948039932109, tolerance: 1.739475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.120757610058703, tolerance: 1.48009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.0221597439586, tolerance: 1.8983987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.41075321286226, tolerance: 1.91096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.71515139512983, tolerance: 1.6428487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.041035533983788, tolerance: 2.198395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.830020211705683, tolerance: 1.69583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.153742807584083, tolerance: 1.8535000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.7870835577408, tolerance: 1.35984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.689067201503546, tolerance: 1.03384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.460065581576934, tolerance: 1.762675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.493092733672547, tolerance: 1.7151387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.240915600151514, tolerance: 1.8496687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.889557659130745, tolerance: 1.9249549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.36611262285154, tolerance: 1.9767687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.539043239305993, tolerance: 1.6346200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.311106216508406, tolerance: 1.717355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.616868968257418, tolerance: 1.56268
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.881701259951736, tolerance: 2.2420387500000007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.205999727000588, tolerance: 1.466195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.801897373295077, tolerance: 1.7161387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.968390689302307, tolerance: 2.26618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.630708321441844, tolerance: 1.9656187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.231418870009463, tolerance: 1.9129387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.536587500756177, tolerance: 1.65849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.386224863900647, tolerance: 2.0649949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.879746723726374, tolerance: 1.98449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.776256139903559, tolerance: 1.6702887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97199538162227, tolerance: 2.49621875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.09222391418676, tolerance: 1.26642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.589004843295136, tolerance: 1.6752887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.104310708213404, tolerance: 2.00808875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.933865984355016, tolerance: 1.60876875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.983960576321067, tolerance: 2.4349800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.680547547517445, tolerance: 1.06178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.781205442169604, tolerance: 1.56016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.284988971253785, tolerance: 1.96809875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.258517920396564, tolerance: 1.61394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.96092672391461, tolerance: 1.71554875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.662952536060892, tolerance: 1.51379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.673238846661583, tolerance: 1.377075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.93551988934361, tolerance: 2.0633800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.16007153755631, tolerance: 1.778075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.174346908890314, tolerance: 1.54249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.197034695566316, tolerance: 1.3304799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.673524296448825, tolerance: 2.27079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.579521812453414, tolerance: 2.1196987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.829417997673424, tolerance: 2.11084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.583833043458736, tolerance: 1.78269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.208385896223948, tolerance: 1.55764875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.5311733235791, tolerance: 1.9403549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.2203852657885, tolerance: 1.7724887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.237935899005066, tolerance: 1.85932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.741354611905518, tolerance: 1.61913875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.092635847831517, tolerance: 1.9643487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.369868849779671, tolerance: 1.56139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.260647408083507, tolerance: 2.0213949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.756382393753583, tolerance: 1.96172
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.181450175408056, tolerance: 2.19638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.74720468361103, tolerance: 1.77424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.328423185450127, tolerance: 1.84302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.44051498945218, tolerance: 1.8357949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.27604710651038, tolerance: 1.5862687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.711848762334345, tolerance: 1.8069549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.59838795896098, tolerance: 2.19212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.768159828787685, tolerance: 2.13354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.749315856078713, tolerance: 1.8797549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.76476863983548, tolerance: 1.9837199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.453432468018933, tolerance: 2.0566987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.765486967648048, tolerance: 1.84918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.12220157836189, tolerance: 1.9083800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.1100283134942, tolerance: 2.10503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.569965848864612, tolerance: 2.12128875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.518285402543697, tolerance: 2.00394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.628166443333825, tolerance: 1.9017950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.170414690357184, tolerance: 2.4027549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.821929215060845, tolerance: 2.2058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.708082399315696, tolerance: 2.038275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.451482338105416, tolerance: 2.0527
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.334456957586047, tolerance: 1.7994200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46914217272274, tolerance: 1.8296750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.78120602774371, tolerance: 1.898155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.357906168453827, tolerance: 1.51094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.837341380745126, tolerance: 1.7529550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.575109757595348, tolerance: 1.63003875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.127481616868465, tolerance: 2.0032200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.89285816956595, tolerance: 1.8517887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.309529668768164, tolerance: 1.89499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.784052299576064, tolerance: 1.9682387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.32325004438904, tolerance: 1.9311549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.911561616006074, tolerance: 1.640955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.479540793534543, tolerance: 1.8999487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.519930391593196, tolerance: 2.2241799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.433439551315583, tolerance: 2.0923799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.168422493595823, tolerance: 2.2739949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.96949404830652, tolerance: 2.02903875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.88068875953849, tolerance: 1.9019949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.971178587307342, tolerance: 1.873955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.637003618433027, tolerance: 1.96689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.618571068723035, tolerance: 1.95002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.543078178766898, tolerance: 1.70439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.859570166605888, tolerance: 2.10469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.338276612879895, tolerance: 2.2290200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.09405167397881, tolerance: 2.14266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.577910552406934, tolerance: 1.907955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.60671154928233, tolerance: 2.14898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.047877952333724, tolerance: 2.05773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.9177528151882, tolerance: 1.90051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.63826642505646, tolerance: 1.7118887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.08969841742909, tolerance: 1.63693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.748172571280907, tolerance: 1.1604387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.536648371916037, tolerance: 2.242355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.282781829476697, tolerance: 1.5356387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.257250224090715, tolerance: 1.6933949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.13960264471343, tolerance: 1.9492800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.437489679426857, tolerance: 1.91366875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.38196549209262, tolerance: 2.24218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.811234626927204, tolerance: 1.983155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.404906206975182, tolerance: 1.8354887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.947231872425768, tolerance: 2.2179800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.089316997019083, tolerance: 1.9847387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.353704577337139, tolerance: 2.10978875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.739271693617322, tolerance: 2.297195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.156104581771476, tolerance: 1.7041887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.732480650576345, tolerance: 1.8389549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.125430004245668, tolerance: 2.06558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.630456218258033, tolerance: 2.27726875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.09360078607388, tolerance: 2.15498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.990460520686137, tolerance: 1.7662487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.73622004573668, tolerance: 2.385675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.062532580769172, tolerance: 2.40138875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.01098592558307, tolerance: 2.244795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.964359115567099, tolerance: 1.6523949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.831207449358494, tolerance: 1.9046200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.770038350324057, tolerance: 2.078955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.995432885166306, tolerance: 2.31572
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.873948054326675, tolerance: 1.4800200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.546166778373747, tolerance: 1.7158487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.166799920181653, tolerance: 2.18098
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.696432729894806, tolerance: 1.6607200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04304924371599, tolerance: 2.1168799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.032612939775554, tolerance: 1.88674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.446888911685644, tolerance: 2.35676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.93891282304574, tolerance: 1.8309987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.50352499583065, tolerance: 2.0582000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.969468962308751, tolerance: 1.7272200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.310420786887043, tolerance: 1.92909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.774277653922425, tolerance: 1.75464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.976541597530897, tolerance: 2.25732
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.25280140426594, tolerance: 1.7224000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.20340351086202, tolerance: 2.1411687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.412980149054512, tolerance: 2.2987
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.916456957844552, tolerance: 1.69484875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04592314841002, tolerance: 2.33478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.372945119903992, tolerance: 1.8582387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.063490944573974, tolerance: 2.0563000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.765138117432546, tolerance: 2.340395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.395635493980677, tolerance: 2.8453387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.962418524713959, tolerance: 1.5971187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.903097764354131, tolerance: 1.8004487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.453669867993945, tolerance: 2.68922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.75655731323684, tolerance: 1.95879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.650984058412927, tolerance: 2.6023487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.78726956831098, tolerance: 2.1344487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.186146611764926, tolerance: 2.2101949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.95983496071222, tolerance: 2.53281875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.998566732010527, tolerance: 2.22013875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.280983743468983, tolerance: 2.00803875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.507965405140784, tolerance: 1.55618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.172941463105165, tolerance: 1.901275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.586683624323033, tolerance: 1.9247387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.572883061754613, tolerance: 1.38113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.227215325643602, tolerance: 1.8980487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.65698891960857, tolerance: 2.15816875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.112609767667877, tolerance: 1.9774987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.812403862759247, tolerance: 1.7026750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.765890367231606, tolerance: 1.80401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.275255657206113, tolerance: 2.1440487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.448024770943124, tolerance: 2.05372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.14820343700464, tolerance: 2.234755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.014675196958052, tolerance: 2.13208875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.637258282143964, tolerance: 1.5410799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.137135803077314, tolerance: 1.65668
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.68765509758413, tolerance: 1.47159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.757406802571875, tolerance: 1.6635887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.775325233870227, tolerance: 1.89848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.611242216533036, tolerance: 1.7945187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57862149278008, tolerance: 1.66049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.825324428498078, tolerance: 1.55874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.907114782959944, tolerance: 1.73386875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.415737501104473, tolerance: 1.75254875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.23246711058102, tolerance: 1.97478875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.258623891596542, tolerance: 1.8296750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.464657284699186, tolerance: 1.959355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.611302609014494, tolerance: 1.48721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.2498680047072, tolerance: 1.905555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.11020575394558, tolerance: 1.7225949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.341567398122205, tolerance: 1.6717000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.22669679010563, tolerance: 1.5582487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.368266651993244, tolerance: 1.5975387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.185332672971175, tolerance: 1.4704887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.96868096560878, tolerance: 1.8908800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.530819105602813, tolerance: 1.77399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.89857043313517, tolerance: 2.1867550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.600730828341439, tolerance: 1.67418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.5675761564682, tolerance: 1.82398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.889586779411726, tolerance: 2.0191799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.873448467940191, tolerance: 2.27568875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.349026139080028, tolerance: 1.6483387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.17916377624086, tolerance: 1.7233387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.090629561090093, tolerance: 1.45739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.854685539402357, tolerance: 2.1420387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.42480423178554, tolerance: 2.01519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.539082430059747, tolerance: 2.1721
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.698449198396194, tolerance: 2.22483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.180976870290017, tolerance: 1.8907550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.939130761646698, tolerance: 1.7903949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.146644408668948, tolerance: 1.9102487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.88373942881443, tolerance: 1.96088875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.257634322955468, tolerance: 2.2370987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.168508910573575, tolerance: 1.682555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.056907519410977, tolerance: 1.82332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.01996353354334, tolerance: 1.9634800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.323578665325023, tolerance: 1.8756000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.10845579987569, tolerance: 2.10846875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.056808088304045, tolerance: 1.557155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.496174063505585, tolerance: 2.0848750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.77753819081853, tolerance: 1.80508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.70786780425657, tolerance: 1.4179950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.449390894458922, tolerance: 1.8173949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.13033116088807, tolerance: 1.8726800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.78472339951953, tolerance: 1.7874750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.502887807886445, tolerance: 1.6472887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.62984788107796, tolerance: 1.7479949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.10966236629114, tolerance: 1.9128887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.240714339126438, tolerance: 1.5593949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.96118708329185, tolerance: 1.8953887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.281332177431068, tolerance: 2.11272
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.499856909338988, tolerance: 1.79238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.604804792070777, tolerance: 1.9691549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.296157358708363, tolerance: 2.0830200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.803177069966154, tolerance: 1.9931387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.680320562594495, tolerance: 1.8953550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.094039896607427, tolerance: 1.6836887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.794847640083706, tolerance: 1.9510200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.930473909861792, tolerance: 2.0797887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.006689498460517, tolerance: 2.1391549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.557895835174099, tolerance: 1.63009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.025994237803893, tolerance: 1.8584987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.689155351255827, tolerance: 2.19218875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.42414975423353, tolerance: 1.95398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.173145699955018, tolerance: 1.27033875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.05654856517593, tolerance: 1.87962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.499947446349715, tolerance: 2.0090799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.052430893292946, tolerance: 2.04038875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.884448577978564, tolerance: 2.131795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.635165870930042, tolerance: 1.33329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.633577557309886, tolerance: 1.48108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.930214669200943, tolerance: 1.9648687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.227945467038307, tolerance: 1.883155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.460172180814144, tolerance: 1.50428
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.180268762395581, tolerance: 1.8011949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.783819327772115, tolerance: 1.6974
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.75336839180088, tolerance: 1.84599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.14698684082134, tolerance: 1.7261887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.072208072929747, tolerance: 2.1207550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.07760655995142, tolerance: 1.88513875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.382681947561142, tolerance: 1.6443550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.544476182681658, tolerance: 1.80444875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.652344085657063, tolerance: 2.0151799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.97953282589058, tolerance: 1.76023875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.570870429009215, tolerance: 1.5454687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.508557857908436, tolerance: 2.2504887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.181483842738837, tolerance: 1.6861387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.29887641449628, tolerance: 1.9899187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.90170356778755, tolerance: 1.996955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.899404912982131, tolerance: 1.5687550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.336901176133054, tolerance: 1.64391875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.563382532158062, tolerance: 1.7709949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.20454827510546, tolerance: 1.6869949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.421488739420237, tolerance: 1.57743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.85801197982187, tolerance: 1.54019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.2675075377432, tolerance: 1.936075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.128185685129036, tolerance: 1.727155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.081304876141882, tolerance: 1.84088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.429527078645535, tolerance: 1.55486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.338686861171261, tolerance: 1.7765949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.580880994087352, tolerance: 1.96074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.703443754770527, tolerance: 1.6663687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.307295756470412, tolerance: 1.8976887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.743298292912296, tolerance: 1.7179
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.285727991973845, tolerance: 1.7050799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.759373697374116, tolerance: 1.55883875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.628258145097849, tolerance: 1.58122
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.584618761672395, tolerance: 1.8600887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.671119101663095, tolerance: 1.74914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.15938003611565, tolerance: 1.586595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.728924568973417, tolerance: 1.8391549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.771839196893497, tolerance: 2.2208387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.763247881627668, tolerance: 2.33233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.177399524062045, tolerance: 2.313475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.09178206690001, tolerance: 1.76728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.284865608761862, tolerance: 1.8250887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.4300029974939, tolerance: 1.44879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.26459971188593, tolerance: 1.8621987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.293043643194387, tolerance: 1.614955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.854056519205896, tolerance: 1.4869200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.225407570717008, tolerance: 2.0272887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.277016960391842, tolerance: 1.4791200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.454152195217194, tolerance: 1.5943387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.919481719485914, tolerance: 1.9490887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.970395090948816, tolerance: 1.63159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.218296271227299, tolerance: 2.16172
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.633641932876262, tolerance: 2.0426387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.031470049274002, tolerance: 1.75604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.143980211327763, tolerance: 1.30354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.25153494463243, tolerance: 1.2437887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.82926867807128, tolerance: 1.99544875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.827140851104815, tolerance: 1.5447187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.96608773841099, tolerance: 1.6972799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.787625105771273, tolerance: 1.9413949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.814469172502776, tolerance: 1.6458887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.19907359042765, tolerance: 2.2606800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.643106275820562, tolerance: 1.63168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.379129314387885, tolerance: 1.5031200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.88972704468642, tolerance: 2.01543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.080280426468324, tolerance: 1.950955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.968001285551214, tolerance: 1.6065949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.965414739172465, tolerance: 2.194955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.151821869669329, tolerance: 1.62676875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.939223604732616, tolerance: 2.102075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.329472346103717, tolerance: 1.8356750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.531966411252192, tolerance: 1.575555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.578290149098995, tolerance: 1.282755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.498368455349972, tolerance: 1.6567887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.475663868858799, tolerance: 1.9370387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.437246008308808, tolerance: 1.93711875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.416079640657363, tolerance: 1.8226200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.869871155625894, tolerance: 1.799755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.814073155740216, tolerance: 2.0640987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.316695285837127, tolerance: 1.82669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21185656481046, tolerance: 2.0748200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.5395438339586, tolerance: 2.185955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.806813881120693, tolerance: 1.8448487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.583949781337378, tolerance: 1.743195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.804848887809225, tolerance: 2.05248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.945008233418548, tolerance: 1.51029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.969091354446501, tolerance: 1.47026875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.111123797933503, tolerance: 1.8573950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.815828270134931, tolerance: 1.688555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.13680908705356, tolerance: 1.8538487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.63675755554413, tolerance: 1.5733949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.514710051907034, tolerance: 1.9144
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.312553144547854, tolerance: 1.6651387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.097927301301283, tolerance: 1.6387550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.214396209047717, tolerance: 1.7759549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.22475117661532, tolerance: 2.4872987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.821161649913645, tolerance: 1.758155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.441459344674884, tolerance: 1.69359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.554955761029612, tolerance: 1.83069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.626928579458369, tolerance: 1.56922
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.16460471421469, tolerance: 1.8211987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.695141890286695, tolerance: 2.329595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.26323520520755, tolerance: 1.7533549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.127586707438114, tolerance: 1.6603387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.415018478734822, tolerance: 1.71479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.636454645623107, tolerance: 1.57736875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.986277010001903, tolerance: 1.54834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.009248626582302, tolerance: 2.072195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.654166624723377, tolerance: 2.06029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.073487192859233, tolerance: 1.9327
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.023226745544978, tolerance: 2.25113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.41610896436017, tolerance: 1.6363487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.57328256767464, tolerance: 2.18318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.565917674301847, tolerance: 1.638355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.590009240859445, tolerance: 2.0817949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.806627146314112, tolerance: 1.8407199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.253405453607584, tolerance: 2.14503875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.024515285846988, tolerance: 1.7036387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.759524392279856, tolerance: 1.91704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.939264912501073, tolerance: 1.9099949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.669467300569067, tolerance: 2.1304000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.705792342744008, tolerance: 1.8565199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.48457141102727, tolerance: 1.93769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.673858070282655, tolerance: 1.9889199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.565232181704978, tolerance: 1.8340487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.047992758673, tolerance: 1.71494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.013744698522313, tolerance: 2.12904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.830973742950526, tolerance: 2.2271387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.497731080874626, tolerance: 1.85171875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.069708713421036, tolerance: 1.8469887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.863812929577527, tolerance: 2.01234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.33986524359377, tolerance: 1.99734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.80739582405385, tolerance: 1.7675949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.497079121954073, tolerance: 1.86598
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.581010748095206, tolerance: 2.08548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.849513176270303, tolerance: 2.022595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.71730184145616, tolerance: 2.07828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.881773867345586, tolerance: 1.7358387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.89751626614627, tolerance: 2.2422487499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.95095208433721, tolerance: 1.7192687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.022978579559133, tolerance: 2.0567200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.403281651983793, tolerance: 2.1673487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.31896544104579, tolerance: 1.7987949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.203549072938065, tolerance: 1.7085949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.9262489485699, tolerance: 2.310995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.137729441658905, tolerance: 2.17338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.087469607241044, tolerance: 2.2451549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.47804447302891, tolerance: 1.9478887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.0090013826363, tolerance: 2.3382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.791681253315836, tolerance: 1.87649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.93295004098799, tolerance: 2.37102
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.864097033437016, tolerance: 1.8817800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.737760803822063, tolerance: 1.6868750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.07941157216177, tolerance: 2.27483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.801111587334546, tolerance: 2.0765000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.205897589630474, tolerance: 1.64454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.33510739991329, tolerance: 1.8921949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.611828038075032, tolerance: 1.6623949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.350198181972498, tolerance: 2.12358875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.805763312898176, tolerance: 1.9394200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.74012359048995, tolerance: 1.6203200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.16412096665774, tolerance: 2.32796875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.731680534514943, tolerance: 1.764
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.605737182480514, tolerance: 1.6534799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31226869204205, tolerance: 2.1639487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.150123676685073, tolerance: 2.12392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.135183662904005, tolerance: 2.1156
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.551272759350113, tolerance: 2.1280487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.74038192777946, tolerance: 1.92248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.749385428797762, tolerance: 1.85864875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.51678192479727, tolerance: 2.06638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.417381515261468, tolerance: 1.8109550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.421734375373802, tolerance: 2.27179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.661419971313165, tolerance: 1.6427
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.76936607283784, tolerance: 1.89936875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.63316704205323, tolerance: 2.56196875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.495210835526013, tolerance: 2.21603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.950043703211, tolerance: 1.9641487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.105612282471654, tolerance: 2.52634875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.143295476223514, tolerance: 1.7729487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.904446022901947, tolerance: 2.27136875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.594542688828085, tolerance: 1.8461387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.0324391875376, tolerance: 1.6337387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.055720841668375, tolerance: 2.25612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.99827131377359, tolerance: 2.050995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.218986019458761, tolerance: 2.23782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.324316635240628, tolerance: 1.7539949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.214490603230914, tolerance: 2.1323950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.66749708640009, tolerance: 1.65091875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.14156766800285, tolerance: 2.07448875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.759325741242751, tolerance: 1.73383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.186441193467616, tolerance: 1.8587200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.998452170099302, tolerance: 2.33348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.855363239144813, tolerance: 1.9303949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.570231753392491, tolerance: 1.9348987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.44854871810949, tolerance: 1.7796
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.26073996542867, tolerance: 1.81198
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.092690523025592, tolerance: 2.08249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.965120613582622, tolerance: 1.69684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.85615487519951, tolerance: 1.568555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.74434672400559, tolerance: 1.77351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.237032024895374, tolerance: 1.85144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.642489940391314, tolerance: 2.24108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.277777457610313, tolerance: 1.367355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.005879845674706, tolerance: 1.83332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.874145567714177, tolerance: 1.8757387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.016557109255547, tolerance: 1.0022887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.010972688534082, tolerance: 1.388555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.539502172600457, tolerance: 1.6085887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.197796236296025, tolerance: 1.8365887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.97947444196061, tolerance: 1.3223387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.849265984356594, tolerance: 1.9955387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.249978640034305, tolerance: 1.40916875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.094238084958864, tolerance: 2.0460799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.08093699831996, tolerance: 1.44264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.633971121976272, tolerance: 1.70969875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.584840812424343, tolerance: 1.8074750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.555730342889316, tolerance: 1.1836387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.938835418097813, tolerance: 2.03309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.34068401237884, tolerance: 1.548955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.759308097341107, tolerance: 1.8507949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.87666600752911, tolerance: 1.53668875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.97329750896748, tolerance: 1.8967949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.8249412604422, tolerance: 1.1657549999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.383781896042908, tolerance: 1.68509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.196236367357915, tolerance: 1.8693949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.993067739248216, tolerance: 1.6553887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.890016812555903, tolerance: 1.60039875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.420909436061695, tolerance: 1.74369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.506399954441683, tolerance: 1.6639387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.276396194849033, tolerance: 1.29262
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.350107664437758, tolerance: 1.65301875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.38160886779502, tolerance: 1.533355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.526887710008445, tolerance: 2.03412
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.906752693146057, tolerance: 1.3905387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.753514113754383, tolerance: 1.6204687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.180602254101615, tolerance: 1.9521487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.569650261921378, tolerance: 1.694755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.488741840216605, tolerance: 1.9501000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.221630500071292, tolerance: 1.9082000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.13161395496039, tolerance: 1.63638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.121310457272966, tolerance: 1.508755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.879633222877471, tolerance: 2.25312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.120777931821344, tolerance: 1.9963550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.31418613213907, tolerance: 1.52589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.783456166560208, tolerance: 1.64074875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.75848781403915, tolerance: 1.331475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.747262852072373, tolerance: 1.48252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.48042026506673, tolerance: 1.72419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.05832745516405, tolerance: 1.714555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.533861356597553, tolerance: 1.5851949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.57572988733546, tolerance: 1.69218
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.28448915640303, tolerance: 1.8785949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.211893868444857, tolerance: 1.9597187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.461743250319953, tolerance: 1.36588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.705227936362078, tolerance: 2.14411875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.739430952992835, tolerance: 1.472075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.46756032724221, tolerance: 1.6312
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.108977483428724, tolerance: 1.4143987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.33275017783305, tolerance: 2.2751949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.080978704133642, tolerance: 1.5000200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.44833404176643, tolerance: 1.65346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.18488438683874, tolerance: 1.8235487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.374473974030934, tolerance: 2.26138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.032422609030824, tolerance: 1.6414487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.774943993010645, tolerance: 1.7773200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.843375557082487, tolerance: 1.715355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.56380052621017, tolerance: 1.48968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.74801380490301, tolerance: 2.049155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.730358530481674, tolerance: 1.47848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.644778467972053, tolerance: 1.9582000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.650858225704717, tolerance: 1.3199887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.0580954569109, tolerance: 1.35982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.18370849920124, tolerance: 1.8204799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.69645046146937, tolerance: 1.5761687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.013057308966573, tolerance: 1.2845187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.583637325661417, tolerance: 2.15698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.13416058406677, tolerance: 1.60018875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.775071092523914, tolerance: 1.5813887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.173872053551376, tolerance: 1.7899199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.24768711877974, tolerance: 1.620955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.75990626689251, tolerance: 1.6657487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.949688175369577, tolerance: 2.029275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.53953993938114, tolerance: 1.5948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.276707916846012, tolerance: 1.7101949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.056605979771618, tolerance: 1.578675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.925844078134908, tolerance: 1.15248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.239499527124181, tolerance: 1.34532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.010619408473518, tolerance: 1.70874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.585871958319057, tolerance: 2.21253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.425452838827407, tolerance: 1.9381800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.099069341715964, tolerance: 1.60554875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.806790834661225, tolerance: 1.46593875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.147293428123604, tolerance: 1.50862
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.553792088591756, tolerance: 1.284275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.523091486048013, tolerance: 1.6381000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.22248875887116, tolerance: 1.60148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.032673794160242, tolerance: 2.14618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.601447985274412, tolerance: 1.50844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.820460784876154, tolerance: 1.41176875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.25311345540377, tolerance: 1.5631800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.623143515946305, tolerance: 1.61513875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.052136717738538, tolerance: 1.587355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.785174854177235, tolerance: 2.09228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.55182784269366, tolerance: 1.7266200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.016895215732907, tolerance: 2.0117000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.161730591074726, tolerance: 1.167675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.824505222771336, tolerance: 2.2485950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.923963111847833, tolerance: 1.8743887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.895891197208922, tolerance: 1.65274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.999868153041625, tolerance: 1.9678487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.260173580330882, tolerance: 2.17983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.984915457155108, tolerance: 1.59099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.67639929054488, tolerance: 1.5980800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.147575958882864, tolerance: 1.8201687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.55183364088824, tolerance: 1.899075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.398780836582542, tolerance: 1.62989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.233130820876616, tolerance: 1.6019949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.776194262604363, tolerance: 1.7928487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.943950953832477, tolerance: 1.85492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.515783343376848, tolerance: 1.76429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.214754119895623, tolerance: 1.7489387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.39964561247889, tolerance: 1.97018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.405075607195673, tolerance: 2.51552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.602818349231566, tolerance: 1.87893875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.597257307557165, tolerance: 1.67368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.44307845303529, tolerance: 1.6082487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.820565309093936, tolerance: 1.98006875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.550138438297255, tolerance: 1.90706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.595192885800019, tolerance: 1.75869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.512455050580787, tolerance: 2.38692
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.745967450557693, tolerance: 1.64454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.329467109137282, tolerance: 2.08289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.022792374324883, tolerance: 1.48101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.922927065504773, tolerance: 1.7943949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.637389355905516, tolerance: 1.5737
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.911073060408981, tolerance: 1.6869887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.962867234144184, tolerance: 1.7328750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.81265046084568, tolerance: 1.59322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.694669549480015, tolerance: 1.7885887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.586244801331446, tolerance: 1.77604875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.272856810049916, tolerance: 2.426995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.689988023176678, tolerance: 2.025075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.030254631291037, tolerance: 2.0330387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.9281421912137, tolerance: 2.18191875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.272836680724364, tolerance: 1.6969549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72753575808668, tolerance: 2.15543875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.67651778984739, tolerance: 2.11103875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.746149065318743, tolerance: 1.63469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.038960647561602, tolerance: 1.48663875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21587411705753, tolerance: 2.00448875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.39293681681076, tolerance: 1.58078875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.910223923825392, tolerance: 2.16554875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.711855513035676, tolerance: 1.8163200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.981898498409464, tolerance: 1.6038487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.58979091831568, tolerance: 2.20368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.17096825637228, tolerance: 1.7054200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.900147926060345, tolerance: 2.42264875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.919468761296795, tolerance: 1.6792387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.795414119891252, tolerance: 1.9835550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.551867861359785, tolerance: 1.6384387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.736732425727077, tolerance: 2.2365199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.968682082434064, tolerance: 2.048995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.943674253314068, tolerance: 1.80492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.657658398722404, tolerance: 1.7788387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.799277040113214, tolerance: 1.93248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.26676831416023, tolerance: 1.8182387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.03117660058702, tolerance: 1.8885200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.70410107130664, tolerance: 1.9412200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.616730162599765, tolerance: 1.70794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.343889155051485, tolerance: 1.64772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.602700507005558, tolerance: 1.7177950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.390816334718846, tolerance: 2.0399549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.774738908322504, tolerance: 1.39089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.050334513568103, tolerance: 1.9349987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11984964332653, tolerance: 2.0956187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.932908836341461, tolerance: 1.6017949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.468540499827185, tolerance: 2.50639875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.72516838031094, tolerance: 1.9950487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.34336620904066, tolerance: 1.9002387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.974873082909816, tolerance: 1.8835387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.73291498439219, tolerance: 1.7571199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.852421981473505, tolerance: 2.125795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.99033319823571, tolerance: 2.0475387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.160535237846155, tolerance: 1.8234750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.912638317765325, tolerance: 2.48988875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.964279868971818, tolerance: 1.6747887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.48261174366271, tolerance: 2.275595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.810034009439768, tolerance: 1.510955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.653051580086476, tolerance: 1.76468
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.036284917979476, tolerance: 1.8813800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.60001001098324, tolerance: 1.7023949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41070994382519, tolerance: 1.369955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.30279098236821, tolerance: 1.8835487499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.99208525937807, tolerance: 1.6801949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.3206248469178, tolerance: 1.8026387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.424014929223638, tolerance: 1.888755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.522442590458265, tolerance: 1.854555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.83113499615952, tolerance: 1.33324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.783308303695698, tolerance: 2.0893949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.12383536664527, tolerance: 1.8821550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.547138546315747, tolerance: 1.599795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.076847431251508, tolerance: 1.641875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.101371057944938, tolerance: 1.615395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.52619234014837, tolerance: 1.62718
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.626984681657717, tolerance: 1.744675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.652762145393766, tolerance: 1.77486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.598840644301873, tolerance: 1.79018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.68318748184624, tolerance: 1.8378887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.342403918908577, tolerance: 1.18449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.73400172829107, tolerance: 1.867
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.595951309994575, tolerance: 1.605155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.763332430385326, tolerance: 1.7710750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.25498468503136, tolerance: 1.54008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.157565198065377, tolerance: 1.1734887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.355439567272981, tolerance: 1.250955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.529363829777633, tolerance: 1.75989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.128880409950881, tolerance: 1.45311875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.474952056804206, tolerance: 1.5249949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.827151384002182, tolerance: 1.8047199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.442186005106144, tolerance: 2.1806187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.743261173746284, tolerance: 1.70231875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.697339641344968, tolerance: 1.35614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.744228644338705, tolerance: 1.36743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.75867930291082, tolerance: 1.7808387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.489666205958684, tolerance: 1.70603875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.778773033732875, tolerance: 1.8586200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.656123432361966, tolerance: 1.7525000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.745291928403095, tolerance: 1.6427949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.39553054880672, tolerance: 1.5825949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.46844263772104, tolerance: 1.5943950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.887516273263266, tolerance: 2.23999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.40312093886059, tolerance: 2.644795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.284260982353466, tolerance: 1.80044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.198288546188017, tolerance: 1.534755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.6498907801943, tolerance: 2.2484800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.577484023536115, tolerance: 1.35188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.84195363384434, tolerance: 1.8246887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.06539222511456, tolerance: 2.22371875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.869457504956433, tolerance: 1.6975887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.247610533621526, tolerance: 1.73868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.50704853611161, tolerance: 1.570195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.307931532737058, tolerance: 1.44378875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.850422414207426, tolerance: 1.86349875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.6748238070935, tolerance: 1.893155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.622138153749606, tolerance: 1.48894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.256576553997029, tolerance: 1.30509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.57629720543914, tolerance: 2.017955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.632116617203632, tolerance: 1.71568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.065263384687142, tolerance: 1.62526875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.518740360501457, tolerance: 1.3576987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.51164008577306, tolerance: 1.27138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.154664464302357, tolerance: 2.2186887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.511349551792357, tolerance: 1.8276487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.0570279767159, tolerance: 1.8833487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.278399195836798, tolerance: 1.7010687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.309235142561263, tolerance: 1.72842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.457468875813376, tolerance: 1.720355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.708836589421303, tolerance: 1.964395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.790969285854207, tolerance: 1.72978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.303642693820784, tolerance: 2.14966875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.643795227648866, tolerance: 1.9248887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.195919478279535, tolerance: 1.9094887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.09904323122902, tolerance: 2.02118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.528203440813698, tolerance: 1.5256
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.96008167946124, tolerance: 1.7044887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.46638882638236, tolerance: 2.4296387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.645043542858044, tolerance: 1.572675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.55962127425696, tolerance: 1.38648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.145578658129892, tolerance: 1.57518875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.94190843235799, tolerance: 1.6755950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.09386867505383, tolerance: 2.2749
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.98063584784263, tolerance: 1.60929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72574645202516, tolerance: 1.650355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.106468277312949, tolerance: 1.79938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96166740200826, tolerance: 2.07584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.57426189812019, tolerance: 1.53062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.12562227815803, tolerance: 1.44388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.064962342799088, tolerance: 1.43632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.313522774975553, tolerance: 1.775395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.336690654855992, tolerance: 1.98489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.43624833786815, tolerance: 1.6472200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.112197717063346, tolerance: 1.911995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.111407608579604, tolerance: 1.9616387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.982087304995154, tolerance: 1.6531
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.573367785845388, tolerance: 1.4577187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.577644880062, tolerance: 1.78918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.663822950895216, tolerance: 2.02752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.98251404287821, tolerance: 2.04018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.19849934735271, tolerance: 1.5564200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.688209872142274, tolerance: 2.27448875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.69224759679781, tolerance: 1.6959550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.450806764607037, tolerance: 1.4217887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.560088793038666, tolerance: 1.6669200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.97231971275568, tolerance: 1.73661875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.99597733473456, tolerance: 1.59338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.133228597063862, tolerance: 1.9897
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.970425905092934, tolerance: 2.09999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.46675203289917, tolerance: 1.665355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.2984919379746, tolerance: 1.54781875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.20789611844119, tolerance: 1.11758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.45987151409153, tolerance: 1.5640387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.53077903015391, tolerance: 1.45736875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.367751660534367, tolerance: 1.8932200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.315290135729782, tolerance: 1.5756750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.51606957733351, tolerance: 1.6891949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.683810722297878, tolerance: 1.36094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.694081928369688, tolerance: 1.640755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.605483260813955, tolerance: 2.20909875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.410010090430035, tolerance: 1.56718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.05570787802521, tolerance: 2.20848
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.71132984398693, tolerance: 2.12993875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.48859982544509, tolerance: 1.4829949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.825935778458895, tolerance: 1.83804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.904844381345065, tolerance: 2.34749875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.402951805097878, tolerance: 1.78571875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.62429991513444, tolerance: 2.3109687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.84969274455432, tolerance: 2.02236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.026316121424614, tolerance: 2.1758200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.712087360140693, tolerance: 1.8053549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.14734542138053, tolerance: 2.324475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.611601207261906, tolerance: 2.236555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.34006976991952, tolerance: 2.32724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.382755601395374, tolerance: 1.8078200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.462953070113382, tolerance: 1.8963387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.19990380684029, tolerance: 1.7971387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.06731297705066, tolerance: 1.8390887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.655453120999592, tolerance: 1.4526887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.25441662449269, tolerance: 2.231675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.702488139817824, tolerance: 2.067355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.29978000083072, tolerance: 1.72798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.558119652989465, tolerance: 1.6413200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.88545132418306, tolerance: 1.6681949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.640613384594534, tolerance: 2.0117949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.89859134121848, tolerance: 1.5900387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.71721711408401, tolerance: 1.8481387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.915642983952846, tolerance: 1.7062887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.793954954533355, tolerance: 1.9026687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.23619550968253, tolerance: 2.56018875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.36550344888046, tolerance: 2.08212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.964425916559303, tolerance: 1.9591949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.08043508904001, tolerance: 1.8051550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.26563971422108, tolerance: 1.91788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.05818262816089, tolerance: 1.5953987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.999935963485537, tolerance: 1.7167687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.464775406152235, tolerance: 1.29896875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.837839827071356, tolerance: 1.67438875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.24729208568394, tolerance: 1.9505550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.585769927901154, tolerance: 2.093555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.35965464097097, tolerance: 1.8562887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.059440215989596, tolerance: 1.8822687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.062220351457384, tolerance: 2.02638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.34968056305673, tolerance: 1.4505800000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.981820144182034, tolerance: 1.8400750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.126668823366487, tolerance: 1.7573949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.91143220172327, tolerance: 1.97249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.716015096871615, tolerance: 1.70721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.169013085905746, tolerance: 2.22583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.60502105119747, tolerance: 2.1045949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.929052657986354, tolerance: 2.44104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.7579417584665, tolerance: 1.748155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.52942563251187, tolerance: 1.08939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.065571169591486, tolerance: 1.53716875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.520749690189852, tolerance: 1.6093950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.392347501847706, tolerance: 1.99858875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.690345286569524, tolerance: 1.9163199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.64823060085067, tolerance: 2.08562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51334823792578, tolerance: 2.1715487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.865994276042063, tolerance: 2.20431875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.605895379144606, tolerance: 2.35022
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.02387814899362, tolerance: 2.81599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.614771653150953, tolerance: 1.5634200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.061864684567546, tolerance: 1.883155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.575193185193648, tolerance: 1.9939487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.976683674574353, tolerance: 1.7400200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.422653304001685, tolerance: 1.9447887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.01018629707404, tolerance: 2.07354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.822552726268835, tolerance: 1.642875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5269682107946068, tolerance: 1.57134875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.39356265179082, tolerance: 2.1725887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.93970889672588, tolerance: 2.0698800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.37770789495925, tolerance: 2.1962487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.900481415406592, tolerance: 1.80769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.866048437521737, tolerance: 1.9761949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.419517244346828, tolerance: 1.534995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.569005337794664, tolerance: 1.50154875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.11650778893795, tolerance: 1.624955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.087300057069278, tolerance: 1.62976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.06031016920408, tolerance: 1.7658200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.179425781446483, tolerance: 1.9995887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.666670325198147, tolerance: 2.20339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.73623263836405, tolerance: 1.8987887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.100130692962733, tolerance: 1.8481199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.23855488841518, tolerance: 2.1101487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.176444321719075, tolerance: 2.07428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.480911825888136, tolerance: 1.930555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.49241325800913, tolerance: 1.7212799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.15026719417832, tolerance: 1.997955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.80895661866675, tolerance: 2.50188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.36234014397715, tolerance: 1.8719987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.40097733728136, tolerance: 1.9336387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.853591523328895, tolerance: 1.5929949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.903377371833614, tolerance: 1.42638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.339516252122472, tolerance: 1.53558875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.410368018198895, tolerance: 1.7896799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.970535795353136, tolerance: 1.6601949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.235665918847968, tolerance: 1.83879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.21182660507808, tolerance: 1.6919487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.381159786569107, tolerance: 1.389755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.00535477755658, tolerance: 1.7883487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.111857395785847, tolerance: 2.1482987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.600641789331746, tolerance: 2.22158875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.476547445714, tolerance: 2.57232
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.308345958898755, tolerance: 1.970075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.491679857067254, tolerance: 2.2961550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.962915078697023, tolerance: 1.79308875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.144096496380733, tolerance: 1.9962487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.422613189579714, tolerance: 2.1029
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.809203404289516, tolerance: 1.7599387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.833953386165597, tolerance: 1.911955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.824661878059484, tolerance: 2.06939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.89834718198195, tolerance: 1.63364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.943292838951551, tolerance: 1.55088875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.422191611398244, tolerance: 1.881475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.571182163943224, tolerance: 1.9051950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.552930691807667, tolerance: 1.8057200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.564725576158164, tolerance: 2.09069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.153670418619804, tolerance: 2.4566987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.93137195626318, tolerance: 1.72914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.76862469797524, tolerance: 1.7145549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.08971732311857, tolerance: 2.2220387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.187417202063628, tolerance: 1.9324987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.166755272412765, tolerance: 2.080195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.888687921352236, tolerance: 2.121195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.35751304741616, tolerance: 1.82048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.057583022703547, tolerance: 1.83108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.578057776112168, tolerance: 1.9265949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.744626529155738, tolerance: 1.9767487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.02425322515153, tolerance: 1.7483000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.89019395050145, tolerance: 1.411355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.196203533383873, tolerance: 2.3376187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.610451238117633, tolerance: 1.6003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.524890619093473, tolerance: 1.90336875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.258373835749275, tolerance: 2.65369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.344419852919472, tolerance: 1.732275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.146191783041072, tolerance: 1.8007799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.646643855128328, tolerance: 1.9454200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.55038357827086, tolerance: 2.460475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.09985487741098, tolerance: 1.86204875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.711335246994945, tolerance: 1.90234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.095463694533798, tolerance: 1.9727387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.83402123660413, tolerance: 1.6353550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.9411022245783, tolerance: 1.82938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.124405231753894, tolerance: 2.13606875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.575115828074317, tolerance: 2.17974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.10927178740491, tolerance: 1.9570887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.005931043980798, tolerance: 2.2946487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.666266233810738, tolerance: 1.4934200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.718100908429676, tolerance: 1.600395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.784257487207572, tolerance: 2.1345549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.394497059220484, tolerance: 2.12832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.039755682638635, tolerance: 2.09306875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.050333853207164, tolerance: 1.8397387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.19726769360922, tolerance: 1.64948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.61795012435831, tolerance: 2.28699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.77475677870097, tolerance: 1.9151949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.11243031359093, tolerance: 2.0608
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.58755782432624, tolerance: 1.6339549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.297935429090042, tolerance: 1.855275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.446543930222752, tolerance: 1.81599875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.681505228040454, tolerance: 2.34672
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.540037022949846, tolerance: 2.13083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.343717749205254, tolerance: 1.7702387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05741025075705, tolerance: 1.96288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.34456466697629, tolerance: 2.0076387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.837372890496397, tolerance: 1.7444187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.56118990111932, tolerance: 2.4200199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.528915342255843, tolerance: 2.21538875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.36839930203687, tolerance: 2.2239387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.95933872469621, tolerance: 1.63638875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.664284454777665, tolerance: 1.70724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.20922760577587, tolerance: 1.60369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.078681171273292, tolerance: 2.0374
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.46158260665682, tolerance: 1.9241949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.718824464120672, tolerance: 1.7824200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.591972538220972, tolerance: 1.62142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.21014221041375, tolerance: 1.9725487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.467062930360733, tolerance: 2.1995800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.192111260038667, tolerance: 1.8524
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.220653984877085, tolerance: 1.51664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.403493955606073, tolerance: 1.67959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.313719986942353, tolerance: 2.2056750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.352765702835516, tolerance: 1.67899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.800126645188804, tolerance: 1.620595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.019634652616098, tolerance: 1.7385000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.903102153203672, tolerance: 2.26914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.627738824449803, tolerance: 1.85869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.162497934184586, tolerance: 1.7175799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.011719382778594, tolerance: 1.51949875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.81576699006475, tolerance: 1.8651
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.43498525757553, tolerance: 2.1842887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.238107305677776, tolerance: 2.3215887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.500667963046734, tolerance: 1.85251875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.62832953308564, tolerance: 2.11163875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.947504784182755, tolerance: 2.29194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.204153536344883, tolerance: 1.6434887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.85336118606268, tolerance: 1.51723875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.160588096607615, tolerance: 1.79914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.798578222353363, tolerance: 1.6405799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.60986440059545, tolerance: 1.5909200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.570753223568882, tolerance: 1.5590000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.663731502228835, tolerance: 2.143155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.37149155234899, tolerance: 1.6832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.91880292798318, tolerance: 1.4666387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.41852910535128, tolerance: 1.6706487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.497049554208363, tolerance: 1.4983
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.742993958740477, tolerance: 1.6864200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.803852811611454, tolerance: 1.513195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.998344296949384, tolerance: 1.9236487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.79343869547926, tolerance: 1.8072000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.59249456576194, tolerance: 2.1398200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.431237047579238, tolerance: 1.49469875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.309883434389903, tolerance: 1.78396875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.053644746560533, tolerance: 1.57231875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.08628258037693, tolerance: 1.35609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.124317585072628, tolerance: 1.7839800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.367268834967213, tolerance: 1.49688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.384082204043438, tolerance: 1.6043487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.703692898018495, tolerance: 1.62722
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.498415418461075, tolerance: 1.7226387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.93671339810259, tolerance: 1.7596487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.423430040728423, tolerance: 1.740475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.388137326605076, tolerance: 1.82149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.66073352548113, tolerance: 1.556155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.251816565037913, tolerance: 1.5160200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.981404338662244, tolerance: 1.8608987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.63257870066435, tolerance: 1.385555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.216337231483045, tolerance: 1.572955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.722739588226535, tolerance: 1.4903949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.179088241030115, tolerance: 1.7264000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.4072868854243, tolerance: 1.5676487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.273100382399953, tolerance: 1.9859187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.038976408904105, tolerance: 1.3360750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.023639082920866, tolerance: 2.0565487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.15295294048193, tolerance: 1.68699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.551722417492316, tolerance: 1.68651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.992838080102647, tolerance: 1.32378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.58266903472278, tolerance: 1.68149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.18860796504314, tolerance: 1.7742187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.81333577404435, tolerance: 2.03298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.476557254444018, tolerance: 1.53633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.723704531916695, tolerance: 1.6067550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.90620490254442, tolerance: 1.73398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.808630788411907, tolerance: 1.58692
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.383761759621486, tolerance: 1.68589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.473589809157296, tolerance: 1.3925950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51239976878278, tolerance: 1.9820887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.397507225123078, tolerance: 1.5776387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.729249706401326, tolerance: 1.7977887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.303607171869192, tolerance: 1.174555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.495573384426542, tolerance: 1.2998987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.790589814705164, tolerance: 2.08664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.85392752738675, tolerance: 1.67449875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.138144899012772, tolerance: 1.6600750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.68505897723731, tolerance: 1.93629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.477838116744667, tolerance: 2.32579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.029278073238054, tolerance: 1.716155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.40419491887357, tolerance: 1.6916187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.503101857122326, tolerance: 1.650555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.62788299773353, tolerance: 1.634675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.57964075101774, tolerance: 1.4341949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.948599815954132, tolerance: 1.59269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.34165672532254, tolerance: 2.007075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.211575238550054, tolerance: 1.455755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.92093965739041, tolerance: 1.9164887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.746589288335088, tolerance: 1.8214687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.419019557864992, tolerance: 1.7133550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.775883758651503, tolerance: 1.54581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.907728260982946, tolerance: 1.3729200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.72135017720514, tolerance: 1.57104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.738870213753604, tolerance: 1.69869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.613829990286078, tolerance: 1.3771187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.862789206582875, tolerance: 2.110955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.53009895484454, tolerance: 1.83099875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.26416141455873, tolerance: 1.812155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.00021140658523, tolerance: 1.591755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.018935123060935, tolerance: 1.8046187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.967487975591602, tolerance: 1.6745487499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.761957066035777, tolerance: 1.73301875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.848490248220415, tolerance: 1.8685887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.36366542104234, tolerance: 1.7388799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.04040510783512, tolerance: 1.833355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.394932767388958, tolerance: 1.346955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.740741398230007, tolerance: 1.6644200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.784157886911192, tolerance: 1.7208887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.99000313141266, tolerance: 1.62696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.828135005678355, tolerance: 1.59324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.719326372322463, tolerance: 1.8723949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.894993042638806, tolerance: 1.58463875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.869363483968687, tolerance: 1.7976487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.125589595414084, tolerance: 1.6306887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.192580832305055, tolerance: 1.537155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.86259165782327, tolerance: 1.80233875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.790407498721788, tolerance: 1.16963875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.7763361446128, tolerance: 1.50483875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.09493673473337, tolerance: 1.867
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.558086716094536, tolerance: 1.6500387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.18461604009431, tolerance: 1.74339875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.328396660430762, tolerance: 1.6750887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.21559607771271, tolerance: 1.9787487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.495506495952316, tolerance: 1.60149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.603095187964776, tolerance: 1.85031875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.699430592389792, tolerance: 1.87178875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.83381061350164, tolerance: 1.5033487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.311620963392972, tolerance: 1.5899550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.26708299543238, tolerance: 1.6811550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.92170999950889, tolerance: 1.7629987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.892211619489586, tolerance: 1.60689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.892315795892397, tolerance: 1.37524875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.406002633314387, tolerance: 1.9698987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.606516046260037, tolerance: 1.9481187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.82746407679422, tolerance: 1.7079949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.315736272126543, tolerance: 1.68418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.870957424340563, tolerance: 1.7079487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.036930847392362, tolerance: 1.45146875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.20585251674229, tolerance: 2.02153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.136241156894293, tolerance: 1.6411387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.321347218178317, tolerance: 1.804075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.311737627978246, tolerance: 1.8654187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.603054444785412, tolerance: 1.6319200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.875487568450573, tolerance: 1.668955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.946548356128307, tolerance: 1.8743549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.74827502316363, tolerance: 1.8796487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.729438656202397, tolerance: 1.61601875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.489959014745462, tolerance: 1.66819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.74076069601997, tolerance: 1.786475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.13837213700967, tolerance: 1.40392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.687970621812973, tolerance: 2.40581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62661360006676, tolerance: 2.138475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.029647651350603, tolerance: 1.6515949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.150466841796316, tolerance: 2.108995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.870222560967775, tolerance: 1.45363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.251178063403223, tolerance: 2.08984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.166138513935156, tolerance: 1.6832200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.093676295245526, tolerance: 1.6145
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.218044133761246, tolerance: 1.593595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.155134984395406, tolerance: 1.4237187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.451394817552657, tolerance: 2.00382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.19576380810598, tolerance: 1.77721875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.103949736576606, tolerance: 1.33294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.73157843104307, tolerance: 1.8812187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.22051476778597, tolerance: 1.85308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.396647941034544, tolerance: 1.53739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.350203821836203, tolerance: 2.275955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.096376196271713, tolerance: 1.56453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.736599513868114, tolerance: 1.94368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.991755340679195, tolerance: 1.619955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.49535600644208, tolerance: 1.6909887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.721944128093778, tolerance: 1.41709875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.59289275948837, tolerance: 1.7191487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.66848472207241, tolerance: 1.694555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.662140013026338, tolerance: 1.6955549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.8802478474963, tolerance: 1.9557887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.44737439630969, tolerance: 2.073275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.753970207283963, tolerance: 2.01718
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.22795229666353, tolerance: 1.8673387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.093783906455965, tolerance: 1.7705187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.641986569493476, tolerance: 1.87658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.81076057093448, tolerance: 1.8817487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.716848508318172, tolerance: 1.86683875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.118859259242583, tolerance: 1.5444200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.52202427138913, tolerance: 1.9295887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.564394190566706, tolerance: 1.9161199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.953731436856692, tolerance: 1.989875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.883202292942073, tolerance: 1.9660887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.371082665855493, tolerance: 1.6660887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.83621903619631, tolerance: 1.565275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.331656107688552, tolerance: 2.0017887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.19676421112736, tolerance: 1.6685949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.34180201971076, tolerance: 1.76351875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.631913349027464, tolerance: 1.5592487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.6250587590769, tolerance: 1.7339487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.87942187418151, tolerance: 1.60713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.07164339624212, tolerance: 1.7556887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.984572520472522, tolerance: 1.9526387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.282650136632586, tolerance: 1.6231550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.146163032142482, tolerance: 1.9931987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.62106244544377, tolerance: 2.18328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.69377886055807, tolerance: 1.8329800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.00188552104481, tolerance: 1.73944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.20628251675032, tolerance: 1.9429799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.281642569391707, tolerance: 2.13328875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.62514329934035, tolerance: 1.4568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.60922829381284, tolerance: 1.8550887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.181272363260977, tolerance: 1.5793949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.055779065214953, tolerance: 2.00798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.253706736230725, tolerance: 1.85994875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.163615254236213, tolerance: 1.82088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.56722741338297, tolerance: 1.6189387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.066990988440075, tolerance: 2.0748487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.69465002215917, tolerance: 2.1158799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.523416396375488, tolerance: 1.9932750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.03334678322264, tolerance: 1.93792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.460566140695708, tolerance: 1.39724875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.084646805167573, tolerance: 1.6859387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.988849913102927, tolerance: 1.8641687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.103590869663257, tolerance: 1.9896200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.785853591875465, tolerance: 1.9438799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.020362221648615, tolerance: 1.6923949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.322262498989428, tolerance: 1.937675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.086310248564594, tolerance: 1.7824200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.319944476125563, tolerance: 2.15778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.34155007548914, tolerance: 2.2906750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.661582908744265, tolerance: 1.5743950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.115502690176074, tolerance: 2.0326750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.352016795208055, tolerance: 1.84502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.340493192551058, tolerance: 1.95814875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.648550743341254, tolerance: 2.0201987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.156122626853747, tolerance: 1.8945549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.12545942944187, tolerance: 1.9633950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.949454076483722, tolerance: 1.60388875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.266800830591425, tolerance: 1.9817949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.224546898995673, tolerance: 2.1178387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.673500447726628, tolerance: 1.70974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.948815246845687, tolerance: 1.96224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.30158941414003, tolerance: 1.75124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.52167703899474, tolerance: 1.5524387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.530085472957097, tolerance: 1.9322687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.769652502536438, tolerance: 2.082795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.905717442350298, tolerance: 1.46334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.699368457144246, tolerance: 1.9216887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.113693359364962, tolerance: 2.1005949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.20070625552233, tolerance: 1.94748
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.058105330932356, tolerance: 1.58344875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.796019956163686, tolerance: 2.18188875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.48969053298937, tolerance: 1.8917887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.545988449878074, tolerance: 1.8367200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.08797356437383, tolerance: 1.9127950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.534873780535634, tolerance: 2.21159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.226203692899652, tolerance: 2.2950487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.19118851436986, tolerance: 1.7561799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.062531715851904, tolerance: 2.1239550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.88788220617232, tolerance: 1.9636887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.013014718440836, tolerance: 1.7523800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.987039961309065, tolerance: 1.378355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.141326101302113, tolerance: 1.9829987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.494571416429025, tolerance: 1.85528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.550905763636933, tolerance: 2.29329875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.775766071000007, tolerance: 1.679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.420810515950837, tolerance: 1.8279200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.69229026442822, tolerance: 1.49224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.102326589834444, tolerance: 1.6749887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.054753028259363, tolerance: 1.7764487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.762744380237848, tolerance: 2.0757549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95047524830752, tolerance: 1.909795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.09300512830702, tolerance: 1.8197949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.564352041834972, tolerance: 1.7971949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.844975202555197, tolerance: 1.33902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.930066951163585, tolerance: 1.5696200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.607459324020784, tolerance: 2.23691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.22621737772429, tolerance: 1.806155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.87123010039754, tolerance: 1.6585387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.885996127479245, tolerance: 1.64394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.82779536327066, tolerance: 1.74068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.021593344272713, tolerance: 1.9304750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.38636943375567, tolerance: 1.6383687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.30320548903339, tolerance: 1.4592
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.057616392634804, tolerance: 1.9514887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.20309910865718, tolerance: 1.9394200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.725631081203225, tolerance: 1.6622487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.243023228855222, tolerance: 1.927
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.087084993441845, tolerance: 1.9401387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.298969929659897, tolerance: 1.71379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.56576568939327, tolerance: 2.0401987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.48457051035079, tolerance: 1.6001950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.538275560302417, tolerance: 2.119755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.520039363910968, tolerance: 1.5241200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.26551422413573, tolerance: 1.5947200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.249141369043976, tolerance: 1.7402387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.771742466282955, tolerance: 1.8743487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.532353335315655, tolerance: 1.3949387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.611230979585372, tolerance: 1.8135550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.032491884447857, tolerance: 1.61952
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.921231166823965, tolerance: 1.76266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.691768515108688, tolerance: 1.6440000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.188821515409114, tolerance: 2.05412
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.9666835836855, tolerance: 1.88808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.66406961332238, tolerance: 1.0903
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.743308557753906, tolerance: 1.9850750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.05299479316329, tolerance: 1.9263949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.723741440679113, tolerance: 1.9606200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.197325051377, tolerance: 1.51104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.378803575803612, tolerance: 1.4897
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.981610703512345, tolerance: 1.7107387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.32118956916296, tolerance: 1.82299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.36400957307185, tolerance: 1.64114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.546927585003033, tolerance: 1.8339487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.149602867067372, tolerance: 1.7593949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.913857191954342, tolerance: 1.3996487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.927055574857583, tolerance: 1.8430799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.52592273185611, tolerance: 2.34616875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.434231061630353, tolerance: 1.8181800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.391052913881794, tolerance: 1.5923200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.22860641847655, tolerance: 1.4413387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.68750956961565, tolerance: 1.62943875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.474857322037604, tolerance: 1.6769950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.20669534296664, tolerance: 2.30758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.038227164296295, tolerance: 1.763195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.64603357160913, tolerance: 1.9788887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.615214680641305, tolerance: 1.68548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.86958310918898, tolerance: 1.9141387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.07385562335736, tolerance: 1.9084987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.72289951612817, tolerance: 2.0279387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.975304237949565, tolerance: 1.6138987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.554019545608973, tolerance: 2.1319987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.202665889852586, tolerance: 1.8170387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.252211706768918, tolerance: 1.7953200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.881161813533375, tolerance: 1.9655950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.738346445093804, tolerance: 2.88873875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.579564905588757, tolerance: 2.40611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.42108506604415, tolerance: 2.4264987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.176436237328268, tolerance: 1.8821949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.779860068607427, tolerance: 2.28611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.815978975357304, tolerance: 2.03828875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.76487759609625, tolerance: 1.7189200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.87033223478103, tolerance: 1.8749200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.48057890478453, tolerance: 1.9664487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.092362037302003, tolerance: 1.9853200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.916349259565855, tolerance: 1.51209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.55976094754288, tolerance: 2.3575387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.484350613947786, tolerance: 1.800955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.21928196438219, tolerance: 2.03972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.003290729360703, tolerance: 1.774875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.637329992994196, tolerance: 1.6091949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.782739326666057, tolerance: 2.03106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.37630034098882, tolerance: 1.9902187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.864081661446274, tolerance: 2.1415687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.507397233568867, tolerance: 1.8671550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.657293002549054, tolerance: 1.8511987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.29467138384783, tolerance: 2.06754875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.533965932709727, tolerance: 1.57928875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.5986224485127, tolerance: 1.765155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.459524323805073, tolerance: 1.99638
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.964089817271905, tolerance: 2.011955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.314441397006505, tolerance: 2.37583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.880188514051518, tolerance: 1.9049887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.002341328115577, tolerance: 1.41384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.764547478666586, tolerance: 1.38886875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.20061047215789, tolerance: 1.7529549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.171821212906185, tolerance: 2.0077987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.860567877801735, tolerance: 1.389
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.27517621709049, tolerance: 1.89578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.97047555484422, tolerance: 2.299795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46893834520327, tolerance: 2.06422
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.276631077082566, tolerance: 1.6823949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.69023472213144, tolerance: 1.8000887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.882801254747942, tolerance: 1.7195949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.14630791901404, tolerance: 2.2135949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.299059260135412, tolerance: 1.93404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.41654275100511, tolerance: 2.01016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.174269683496096, tolerance: 1.9379487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.619402596346156, tolerance: 1.60346875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.13614081683299, tolerance: 1.77139875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.839565634273526, tolerance: 1.8569887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.84793705543304, tolerance: 2.1179550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.48029994254152, tolerance: 1.9761199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.419165616590437, tolerance: 2.28234875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.168879629714592, tolerance: 2.05739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.278575727561616, tolerance: 1.9134187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.74233563780865, tolerance: 1.7790200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.275039489864962, tolerance: 2.10144875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.131172995939657, tolerance: 1.377395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.194664341977614, tolerance: 1.7519800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.565377323271118, tolerance: 2.1653000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.735334677738905, tolerance: 2.16849875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.492272526270327, tolerance: 1.8271887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.291800221666158, tolerance: 1.62424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.028612505313628, tolerance: 1.8804387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.856282749489594, tolerance: 2.02648875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.165862645249135, tolerance: 1.83651875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.20225980366716, tolerance: 1.83072
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.68300482984697, tolerance: 1.87624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02227415714607, tolerance: 2.06756875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.154256810920472, tolerance: 1.37408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.424878419602276, tolerance: 1.8007949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.05438722006948, tolerance: 1.77082
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.643612275121242, tolerance: 1.9313549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.63107846457669, tolerance: 2.32798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.488666919690584, tolerance: 2.05972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.356133908572527, tolerance: 2.0167949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.610342877348717, tolerance: 1.9169199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11035169571612, tolerance: 2.05388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.024009610354605, tolerance: 1.5403
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.875366439969735, tolerance: 1.38428875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.257348170519403, tolerance: 1.9773549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.866487035064736, tolerance: 1.889955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.083392639409304, tolerance: 2.0376387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.38513821814473, tolerance: 2.07983875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.778737934338444, tolerance: 1.7107949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.020477742025717, tolerance: 1.6707949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.352705361005363, tolerance: 1.69583875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.193237383217927, tolerance: 2.16403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.230070129485764, tolerance: 1.711275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.11277573612305, tolerance: 1.87998875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.02823944928149, tolerance: 1.473555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.7384803425623, tolerance: 2.11382
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.719031688599063, tolerance: 1.9397949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.531673369603684, tolerance: 1.7531549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.946122954611864, tolerance: 1.8386487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.867186114766273, tolerance: 2.4590387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.79445058278232, tolerance: 1.71508875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.71009188791749, tolerance: 1.6850887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.01821544453995, tolerance: 1.86886875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.901896852079727, tolerance: 2.1927950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.834722296479946, tolerance: 1.3359
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.98930708879169, tolerance: 2.2281887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.930227014639982, tolerance: 1.9807949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.880240054817424, tolerance: 2.17956875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.485894568879857, tolerance: 2.129995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.245294867224036, tolerance: 2.3640799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.129930247218834, tolerance: 2.5085487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.97451672025008, tolerance: 1.52614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.376938765912183, tolerance: 1.22294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.98541652194795, tolerance: 2.055475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.552533696572475, tolerance: 1.9921200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.654595899246665, tolerance: 2.6264987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.547220274190256, tolerance: 2.1033887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.657788398983598, tolerance: 1.8984799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.044195578823778, tolerance: 1.7657949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.853823376891182, tolerance: 2.211955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.580116686952316, tolerance: 1.95358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.492850147311238, tolerance: 2.405595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.436328016075294, tolerance: 1.6772487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.7743889178721, tolerance: 1.8600750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.85720994220071, tolerance: 1.72294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.719908507173635, tolerance: 2.2203887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.306514967626548, tolerance: 2.53854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.477326121511894, tolerance: 2.1413987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.282931668701785, tolerance: 1.9270799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.315339320757104, tolerance: 2.057155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.956835798441983, tolerance: 1.53618875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.135146183670944, tolerance: 1.90401875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.501812953775005, tolerance: 1.8795387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.773306626976105, tolerance: 1.85912
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.72681663439223, tolerance: 1.810275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.159743452769863, tolerance: 2.31408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.19423301087194, tolerance: 2.60938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.998310656806552, tolerance: 1.7134487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.973971677711152, tolerance: 1.64372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.090226981547577, tolerance: 1.8147550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.177797978996608, tolerance: 1.437155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.180411603506887, tolerance: 1.9062487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.677790558311983, tolerance: 1.6858799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.427293059095412, tolerance: 1.74004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.45834085996623, tolerance: 1.49273875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.434201581758185, tolerance: 1.83679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.677422924722695, tolerance: 1.79066875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.379084608737482, tolerance: 2.2711550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.955941139499664, tolerance: 1.5392000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.16297797163207, tolerance: 1.7867887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.09206723526228, tolerance: 1.8554000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.273188985905897, tolerance: 1.74819875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.186930572547816, tolerance: 2.0223387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.000504910424496, tolerance: 2.0439950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.672140158632928, tolerance: 1.796955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.029826866886747, tolerance: 2.104755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.73385758131662, tolerance: 1.98159875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.93022049476631, tolerance: 2.26768875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.016290157937803, tolerance: 2.10336875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.144490227475806, tolerance: 1.91569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.329178779617934, tolerance: 1.7970387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.05399770165686, tolerance: 2.1111987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.287320241989146, tolerance: 1.869595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.13994461818854, tolerance: 2.2156200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37428256232102, tolerance: 1.50488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.046204599113207, tolerance: 1.85844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.751767145824026, tolerance: 1.94509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.879675634041478, tolerance: 1.95202
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.356210140556065, tolerance: 2.41069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.83157010872842, tolerance: 2.311995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.715144302436133, tolerance: 2.08016875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.724330377087313, tolerance: 1.6595949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.381315010699407, tolerance: 2.368595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.302136194609012, tolerance: 2.04769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.085824488177725, tolerance: 2.402955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.50298818641975, tolerance: 1.610755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.030212423292323, tolerance: 2.20972
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.094344463962495, tolerance: 2.04523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.255245420392235, tolerance: 1.70878875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.913674182040566, tolerance: 1.9356987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.49828195285323, tolerance: 1.7094
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.78999220210782, tolerance: 2.17096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.10271703089188, tolerance: 1.9760987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.733998524265793, tolerance: 1.8544799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.233524366991332, tolerance: 1.7387887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.743491534886981, tolerance: 1.9949687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.138642501449446, tolerance: 1.97101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.12776617713729, tolerance: 1.3772487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.037739312100292, tolerance: 1.90523875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.09964015542391, tolerance: 2.006155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.724847093057114, tolerance: 2.2730799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.593189631866055, tolerance: 1.66126875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1200899841486, tolerance: 2.158755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.901120582915226, tolerance: 1.90208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.543665871943396, tolerance: 1.654195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.79007508688514, tolerance: 1.85624875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.79703086267596, tolerance: 1.7663550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.321460292265495, tolerance: 1.53269875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.658065267028604, tolerance: 1.8792887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.79822426536618, tolerance: 2.0706800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.035203802950033, tolerance: 1.70206875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.858572716119465, tolerance: 1.24869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.64293111275135, tolerance: 1.6426887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.982701846736884, tolerance: 1.543595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56430946446671, tolerance: 2.11976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.44275498583969, tolerance: 1.7537549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.767809280478637, tolerance: 2.09398875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.261432814522674, tolerance: 1.391395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.23280442429106, tolerance: 1.6421887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.652444984701496, tolerance: 1.6867987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.89858691679876, tolerance: 1.812155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.08954982479589, tolerance: 1.9849200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.55391819959882, tolerance: 2.23296875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.220418849499634, tolerance: 1.77179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.059320092115502, tolerance: 2.0706487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.933080481868195, tolerance: 2.3550487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.1061246367886, tolerance: 1.911155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.531711098723196, tolerance: 1.8427887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.30715039802298, tolerance: 1.6590200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.820788781165966, tolerance: 2.26562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.807301143444771, tolerance: 2.3505949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.114009956024464, tolerance: 1.7703949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.939671516083802, tolerance: 2.072555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.383962040474742, tolerance: 1.3685550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.41387949277879, tolerance: 2.00184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.54796495828398, tolerance: 1.313195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.54090447129284, tolerance: 1.3551800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.219841406993012, tolerance: 1.8519949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.690293484640197, tolerance: 1.9195949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.92961563337225, tolerance: 1.40294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.04770399665849, tolerance: 1.6887987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.15446879655327, tolerance: 1.664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.658749655449387, tolerance: 1.96879875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.100136117945215, tolerance: 1.65392
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.574317522561635, tolerance: 1.9425549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.76951783922513, tolerance: 1.8632487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.788688624737834, tolerance: 1.473955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.845744380341973, tolerance: 1.44183875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.941509342435324, tolerance: 1.6164
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.34794272752304, tolerance: 1.70318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.342638372600714, tolerance: 1.71424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.850543856731118, tolerance: 1.9473987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.006127841542998, tolerance: 1.29548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.420440090103565, tolerance: 1.7031387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.909658063481974, tolerance: 1.82021875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.512553584291595, tolerance: 1.9692887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.658048588395507, tolerance: 2.03569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.821706461440343, tolerance: 1.4977200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.70960733690722, tolerance: 1.59539875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46247443851047, tolerance: 2.01729875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.71446256053593, tolerance: 2.2051387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.173421542296662, tolerance: 1.7755387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8805287056329, tolerance: 1.81869875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.222009251791555, tolerance: 1.56041875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.187494582280024, tolerance: 1.68973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.602545605666513, tolerance: 1.8579387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.987753493365883, tolerance: 1.46236875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.16239352050117, tolerance: 1.7211387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.89318044323983, tolerance: 2.150075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.830016402123594, tolerance: 2.16501875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.36916316199153, tolerance: 1.6862000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.22021829259486, tolerance: 1.86766875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.539728999057864, tolerance: 1.51278
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.139912277268422, tolerance: 1.66956875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.539155622044543, tolerance: 1.445875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.076667931419774, tolerance: 1.71622
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.995433136678248, tolerance: 1.995675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.872533516568744, tolerance: 1.78629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.863190376674485, tolerance: 1.984
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.434274168107883, tolerance: 1.87199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.80202396007398, tolerance: 1.54682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.801657356620503, tolerance: 1.78086875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.216630796962335, tolerance: 1.503555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.173956937052473, tolerance: 1.4990200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.020325870208081, tolerance: 1.343995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.51401459239193, tolerance: 2.0187987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.537390285221594, tolerance: 1.7935200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.70758956793054, tolerance: 1.70641875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.36507288832531, tolerance: 1.496355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.275835013350243, tolerance: 1.84151875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.545721292344556, tolerance: 1.7763187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.60703756446471, tolerance: 1.64586875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.415897071609734, tolerance: 1.411155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.605209373591638, tolerance: 2.0317950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.06593864270984, tolerance: 1.5021487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.528605226665347, tolerance: 1.5395200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.79750187365624, tolerance: 1.5827487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.24828151806457, tolerance: 1.6608200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.949295797186643, tolerance: 1.7573987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.75031053052283, tolerance: 2.00832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.580349466692933, tolerance: 1.40986875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.414408008370128, tolerance: 1.8051800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.24854213993412, tolerance: 1.7381950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.26425152781959, tolerance: 1.7873949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.06412639173237, tolerance: 1.8113000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.10363075213062, tolerance: 1.689155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.969005611147358, tolerance: 1.8607949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.540680458043745, tolerance: 1.63049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.13621056697657, tolerance: 1.54948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.435102567098234, tolerance: 1.69238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.111828721593046, tolerance: 1.8559199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.611244022725792, tolerance: 1.89394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.516315743593207, tolerance: 1.344955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.92664767643323, tolerance: 1.4329950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.25496706306243, tolerance: 1.864675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.92442476482993, tolerance: 1.8139
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.560587809553601, tolerance: 1.8670387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.651467516606324, tolerance: 2.1073799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.72243470998128, tolerance: 1.64228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.739218758246054, tolerance: 2.0672887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.439684520856595, tolerance: 2.01982
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.19621075961514, tolerance: 2.09294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.03442553739938, tolerance: 1.62071875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.431830975258354, tolerance: 1.489755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.335813340796044, tolerance: 1.6457487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.40988646096256, tolerance: 1.84719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.081458924934175, tolerance: 1.8144887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.603443050148293, tolerance: 1.7173950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.35942200932752, tolerance: 1.5723200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.234774951174302, tolerance: 1.87464875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.957097954160677, tolerance: 1.7047550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.628791858637392, tolerance: 1.85418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.513772573929266, tolerance: 1.46418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.970828875121374, tolerance: 1.14658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.036412487575483, tolerance: 1.5637687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.295110512623523, tolerance: 1.53559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.93730471838402, tolerance: 1.18908875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.742744622315236, tolerance: 1.80214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.558752227305252, tolerance: 1.643355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.305269730687112, tolerance: 1.65228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.55510265569191, tolerance: 1.7921949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.70906859809469, tolerance: 1.5341949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.100054856122117, tolerance: 1.71928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.11372885916381, tolerance: 1.7510200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37252916664999, tolerance: 1.8069000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.809727617791687, tolerance: 1.862
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.589547161530884, tolerance: 1.5780687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.289354784019068, tolerance: 2.160795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.41185257941946, tolerance: 1.626995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.78925465874036, tolerance: 2.1570387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.203740417605346, tolerance: 1.788995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.338454651110148, tolerance: 2.2334750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.020140978324722, tolerance: 1.8983987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.632517738882884, tolerance: 1.7295887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.995662956993795, tolerance: 1.5961200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.15368588290476, tolerance: 1.619555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.990699207102768, tolerance: 1.7016
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.57009691954335, tolerance: 1.84738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.261338518354695, tolerance: 1.9697887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.46360972837234, tolerance: 1.72629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.43131113156292, tolerance: 1.5800200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.579457966201431, tolerance: 1.94719875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.519255743924397, tolerance: 1.76358
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.286307781071038, tolerance: 1.679155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.978558432185316, tolerance: 2.00688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.128100064073767, tolerance: 1.72018
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.9368891773617, tolerance: 1.5645550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.65058574006374, tolerance: 1.81104875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.146991122469256, tolerance: 1.40614875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.021518993337878, tolerance: 1.48196875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.126936753902832, tolerance: 2.09701875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.153484923917834, tolerance: 2.08244875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07566196404543, tolerance: 1.544355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.231508843575103, tolerance: 1.4813387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.939054609426822, tolerance: 1.473195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.416369637382989, tolerance: 1.91009875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.802578073387597, tolerance: 2.08854875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.31379850426359, tolerance: 1.633395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.271322899310558, tolerance: 1.6420750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.618416688974385, tolerance: 1.48206875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.641436541435269, tolerance: 1.56866875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.58847289969826, tolerance: 1.49348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.864951636172073, tolerance: 1.59769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.285914306167523, tolerance: 1.7625887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.427538298946722, tolerance: 1.47334875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.48142664837092, tolerance: 1.6645949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.924458991280428, tolerance: 1.9351387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.113928606506875, tolerance: 1.7844887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.259066429348202, tolerance: 1.8740487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.49519505172041, tolerance: 1.57044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.129818948551318, tolerance: 1.7812687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.17279473083134, tolerance: 1.7518200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.713863236218979, tolerance: 1.39591875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.129085511998802, tolerance: 1.247595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.222065647006314, tolerance: 2.1451387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.990687197443693, tolerance: 1.59889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.399070583913474, tolerance: 1.8541549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.981541207981357, tolerance: 1.7640387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64058739302264, tolerance: 1.6352
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.607408653945395, tolerance: 1.9169949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.462454900163113, tolerance: 1.6322387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.12872546368596, tolerance: 1.56714875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.707951435559325, tolerance: 1.476755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.68672982064618, tolerance: 1.48412
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.196545583716615, tolerance: 1.7128387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.873036084198358, tolerance: 1.9679487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62184321609453, tolerance: 1.4443549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.52100288699529, tolerance: 2.148195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.525587472440463, tolerance: 1.80649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.41813326437727, tolerance: 1.92303875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.116741808479837, tolerance: 1.82751875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.59381842811747, tolerance: 1.925955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.783443616531546, tolerance: 2.46253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.360256690769955, tolerance: 1.49379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.980657208069527, tolerance: 1.7588887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.561816131120604, tolerance: 2.25292
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.14894008069224, tolerance: 2.06938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.691045493736247, tolerance: 1.7443187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.929091208794942, tolerance: 1.9070887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.750683945320368, tolerance: 1.7306750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.81185015864647, tolerance: 1.39211875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.256664898864727, tolerance: 1.86923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.53830266762382, tolerance: 2.21771875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.92252569079935, tolerance: 2.127355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.23970026432482, tolerance: 2.2669187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.599098011368987, tolerance: 1.9045949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.084215985232028, tolerance: 1.9361887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.37388396515241, tolerance: 1.518155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.23453672036951, tolerance: 2.28108
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.844437731243017, tolerance: 2.06999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.725736378654478, tolerance: 1.59132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.275251653294415, tolerance: 2.16023875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.27234662064135, tolerance: 2.02902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.110674173611432, tolerance: 1.8576387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.246412628051804, tolerance: 2.6820487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.83495840200376, tolerance: 1.81083875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.669435623446514, tolerance: 1.3109950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.600119822983867, tolerance: 1.99266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.132945711424362, tolerance: 1.88684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.841670075033292, tolerance: 2.41383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.72024364247755, tolerance: 1.6502000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.90138489845557, tolerance: 1.6995987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.955550711857907, tolerance: 1.95228
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.412657825582734, tolerance: 1.7035887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.59547881770991, tolerance: 1.6412387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.054493181480465, tolerance: 1.720155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.83926507763363, tolerance: 1.7758887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.673370899855243, tolerance: 2.14648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.392138262291255, tolerance: 1.72656875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.176995412176616, tolerance: 2.49948875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.961902250956005, tolerance: 1.547395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.31838240449704, tolerance: 2.09169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.359662972979905, tolerance: 1.8527949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.560211041144267, tolerance: 1.70842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.885984278573815, tolerance: 1.7527000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.304497877138438, tolerance: 1.8547487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.180369257147, tolerance: 2.00612
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.303943618834955, tolerance: 1.73462
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.37923225997293, tolerance: 2.2199
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.737396174684047, tolerance: 2.33363875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.025109686872668, tolerance: 1.8219949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.306067315899686, tolerance: 1.84368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.98191301811769, tolerance: 2.28632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.67839244629949, tolerance: 1.7287887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.07666457022659, tolerance: 2.2256887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.725533221606142, tolerance: 1.86566875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.481410479428646, tolerance: 1.6038387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.77864492453362, tolerance: 1.78761875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.61440608990086, tolerance: 2.0729
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.083313845791288, tolerance: 2.18522
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.102981067253076, tolerance: 1.69584875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.275543214906488, tolerance: 1.6279550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.285388996382768, tolerance: 1.734275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.162401961645113, tolerance: 2.138675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.010199337915296, tolerance: 1.8113949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.317542341182985, tolerance: 2.0225800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.44023475222845, tolerance: 1.405595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.246045314563958, tolerance: 1.9241549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.36699408523583, tolerance: 2.211675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.288561569604664, tolerance: 1.86261875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.64086332390515, tolerance: 1.6477199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.779112765287557, tolerance: 2.143275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.422854563460156, tolerance: 1.94858
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.56670100234143, tolerance: 2.4378687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.206441272851666, tolerance: 2.08588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.657925595547816, tolerance: 1.4427200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.51498781480484, tolerance: 1.9507887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.607498792057644, tolerance: 1.359555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.19430121767942, tolerance: 2.1337949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.973946897335054, tolerance: 1.9747949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.324249050142825, tolerance: 1.9852387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.835399829524686, tolerance: 1.9027487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.87370039487375, tolerance: 1.6080799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.430582864439828, tolerance: 1.8619800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70377956866634, tolerance: 2.1993387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.94930674861792, tolerance: 2.0918799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.86918565660672, tolerance: 1.6867687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.78902191351139, tolerance: 2.1652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.632277502305666, tolerance: 2.0429387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.41684238373213, tolerance: 1.6155000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.56584043880109, tolerance: 2.2245950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.326592204212757, tolerance: 1.3231000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.607901959762465, tolerance: 1.9313487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.49936217272981, tolerance: 2.06713875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.457276483088513, tolerance: 1.9776987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.92452301782598, tolerance: 1.8385387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.34940015231436, tolerance: 1.74789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.471590285119774, tolerance: 2.33588875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.867045571346182, tolerance: 1.7011887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.745698665297105, tolerance: 1.58302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.48297978359436, tolerance: 1.56086875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.521572366352242, tolerance: 1.9719200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.12702990783736, tolerance: 2.39852
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.628862316182747, tolerance: 2.122675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.89097993051748, tolerance: 2.15961875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.932173390883257, tolerance: 1.39079875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.526420565267685, tolerance: 1.8724887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.136048624556786, tolerance: 1.9241549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.45645785272764, tolerance: 1.9820200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.516314087483096, tolerance: 1.6854799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.524738935833525, tolerance: 1.570955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.250263840709227, tolerance: 1.8419550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.336833468354023, tolerance: 1.58253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.736915198318222, tolerance: 1.9344887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.177085466549407, tolerance: 2.3535549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.273390042027124, tolerance: 2.00184875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.20642839779607, tolerance: 2.0509199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.496776149159377, tolerance: 1.8683949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.492082700640918, tolerance: 2.1017887500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.80043553408489, tolerance: 1.7407387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.597689593313614, tolerance: 2.0417199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.410587339958724, tolerance: 1.47919875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.642876907425947, tolerance: 1.9512200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.79102018103889, tolerance: 1.8807799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.418210582695476, tolerance: 1.4308200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.513085337663, tolerance: 1.9093
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.574375916267325, tolerance: 1.7591987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.42732243296916, tolerance: 2.538955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.339744051040174, tolerance: 2.30842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.872854706057883, tolerance: 1.67091875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.05041563212764, tolerance: 1.858955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.4865938299874, tolerance: 2.17302
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.01314972507147, tolerance: 1.80308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.21749190603645, tolerance: 2.28458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.28564231195499, tolerance: 2.1599549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.81127457309102, tolerance: 1.85124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.612755001826756, tolerance: 2.26758875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.606839650678758, tolerance: 2.4683949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.94910643078519, tolerance: 2.2223
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.63234137450786, tolerance: 1.59908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.226166238862877, tolerance: 1.54333875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.14402184281179, tolerance: 1.992595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.92711562223931, tolerance: 1.8507949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.572064598533107, tolerance: 2.021795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.020587406872174, tolerance: 1.707755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.702430641859582, tolerance: 1.8265949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.289040517939583, tolerance: 2.0653200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.978943168891636, tolerance: 2.17249875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.791612017151234, tolerance: 2.049355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.236826515767188, tolerance: 1.4109387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.0373087015776, tolerance: 1.8576387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95542616678259, tolerance: 1.9339550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.580442340343552, tolerance: 2.45188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.26712468490167, tolerance: 1.9110200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.20577220376454, tolerance: 2.3025987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.789112912983377, tolerance: 1.6165949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.32738500056604, tolerance: 1.8559887500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.65843686310424, tolerance: 2.0248799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.23091832091093, tolerance: 1.613675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.27568507488365, tolerance: 1.5724
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.157695680361666, tolerance: 1.8257550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.10118339049135, tolerance: 1.7547949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.471485621118738, tolerance: 1.4411387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.694302740670295, tolerance: 2.36141875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.614749283604617, tolerance: 2.256795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.91809894523436, tolerance: 1.6488887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.567783854879657, tolerance: 1.85178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.00468699560295, tolerance: 2.025
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.90901242575788, tolerance: 1.53984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.247134353473992, tolerance: 1.80319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.24304320465542, tolerance: 1.69324875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.400146090389192, tolerance: 2.3737800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.260612658228354, tolerance: 1.84024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.725433129364035, tolerance: 1.6824387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.468185356598692, tolerance: 2.5607487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.31835000712527, tolerance: 1.39938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.859077305859746, tolerance: 2.03248
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.320199039641516, tolerance: 2.396195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.557213377476664, tolerance: 1.9759550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.43244778250361, tolerance: 1.66004875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.12381417964454, tolerance: 1.86128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.527972706234536, tolerance: 2.28448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.726359361237993, tolerance: 2.19399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.889842687672134, tolerance: 1.5474387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.384823893483418, tolerance: 1.63051875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.368507062355842, tolerance: 1.8690187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.879647116866522, tolerance: 1.8139487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.91516086127204, tolerance: 1.382875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.32605975741061, tolerance: 2.2130387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.039779491452123, tolerance: 1.300275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.180523549141917, tolerance: 2.48458875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.532131420757345, tolerance: 1.53939875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.78888423860972, tolerance: 1.74628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.571331843546684, tolerance: 1.77284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.201777178780493, tolerance: 1.48014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.898940123725119, tolerance: 2.054155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.91856492734116, tolerance: 2.06418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.764750132714976, tolerance: 1.91954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.508662151145153, tolerance: 2.22558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.307571804404525, tolerance: 1.8691
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.240943334500347, tolerance: 1.774675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.252957461896866, tolerance: 1.6697187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.17987705780559, tolerance: 2.00568875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.97625971582484, tolerance: 1.7443487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.275525241687554, tolerance: 1.7592750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.141792485237648, tolerance: 2.095755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.755968900709647, tolerance: 1.32552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.53962185614744, tolerance: 1.526275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.368983953561102, tolerance: 2.1438200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.10741169762813, tolerance: 2.0241687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.08573920258416, tolerance: 1.7308750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.42034197032818, tolerance: 1.55399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.452611348008194, tolerance: 1.88379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.64489738688126, tolerance: 2.03353875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.19623263109517, tolerance: 2.251275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.901556078347525, tolerance: 1.63962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.4181033582884, tolerance: 1.9572487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.186948195494477, tolerance: 2.10941875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.247777605602124, tolerance: 1.72548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.562324653881344, tolerance: 1.7421549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.248777559876682, tolerance: 1.422355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.845285162204835, tolerance: 1.90962
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.37318764830079, tolerance: 1.93398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.610553383465176, tolerance: 1.35304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.337859330263296, tolerance: 2.34921875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31401542535807, tolerance: 1.505355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.89619515732956, tolerance: 2.013275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.644769002470998, tolerance: 1.87388
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.014408104533597, tolerance: 2.17691875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.788311054819317, tolerance: 1.7201887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.794627132733964, tolerance: 1.468155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.87474004110817, tolerance: 1.68258
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39294284458208, tolerance: 1.7122887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.21207042752602, tolerance: 1.873755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95515952047516, tolerance: 2.0506200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.327556811095747, tolerance: 1.95284875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.691111599897795, tolerance: 1.7439387500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.074097878661853, tolerance: 2.0775987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.644846187305614, tolerance: 2.23649875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.751668945983987, tolerance: 1.657275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.272297037565597, tolerance: 1.8003949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.999245145668656, tolerance: 1.9681887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.904666290913788, tolerance: 1.9353200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.700213410040625, tolerance: 2.1319550000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.80325058872277, tolerance: 1.81008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.54446600787818, tolerance: 1.60768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.253650037469335, tolerance: 1.3487887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.168512386353743, tolerance: 1.24884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.036630065192327, tolerance: 1.7537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.846145502098686, tolerance: 1.884755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.88952486697802, tolerance: 1.83958875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.832705620263662, tolerance: 1.89788
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.329435111110115, tolerance: 2.03931875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37540083891219, tolerance: 1.5546887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.359231522392356, tolerance: 1.6703949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.33381281224223, tolerance: 1.9253887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.873253392869053, tolerance: 1.66166875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.278870109106087, tolerance: 1.56263875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.389638154252882, tolerance: 1.7745949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.06432103839755, tolerance: 1.63048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.008270698548355, tolerance: 1.64648875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.714496172338958, tolerance: 1.63533875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.249680089907045, tolerance: 1.9889949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.928083378315076, tolerance: 1.5673887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.694972192498042, tolerance: 1.62279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.261071267181737, tolerance: 1.8275800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.965172158515294, tolerance: 1.7497949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.7511815091829, tolerance: 1.79912
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.69195670812011, tolerance: 1.4126687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22081505143958, tolerance: 1.9931200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.92838418730522, tolerance: 1.77613875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.99203051941303, tolerance: 1.94372
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.87494210009813, tolerance: 1.61888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.47858709525, tolerance: 2.0617949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.096850163486927, tolerance: 1.8634387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.04242867900413, tolerance: 1.8569187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.453737231011804, tolerance: 1.9976887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.69136277946227, tolerance: 1.40478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.504331654451686, tolerance: 1.61468875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.921432189762406, tolerance: 2.0070200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.240610476471993, tolerance: 2.0715950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.825669161102436, tolerance: 1.6750887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.682558646018588, tolerance: 1.86674875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.245843498636557, tolerance: 1.48971875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.043522991054793, tolerance: 1.52914875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.904365238381192, tolerance: 1.2606187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.864559052858203, tolerance: 1.75252
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.204452210263163, tolerance: 1.57848875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.00194846065455, tolerance: 1.6649949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.66960108493445, tolerance: 2.1190987500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.205952507406785, tolerance: 1.9868800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.46211943588259, tolerance: 2.2868387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.930816608360693, tolerance: 1.7559887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.94093669752386, tolerance: 2.3872387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.019006939072868, tolerance: 1.36463875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.10043048558513, tolerance: 1.8192887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.057571286974694, tolerance: 1.776795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.998806121356408, tolerance: 1.8327949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.63089222616006, tolerance: 2.20838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.930309121798565, tolerance: 1.6423549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.57709453620261, tolerance: 1.73642
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.026717586230568, tolerance: 1.847555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.63659919039228, tolerance: 2.366195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.65351274744368, tolerance: 1.865
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.796934505777202, tolerance: 1.7560200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.9806287314559, tolerance: 2.2523987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.364853175937931, tolerance: 1.712755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.636181617369648, tolerance: 2.078075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.195739879146416, tolerance: 2.275875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.834543176014638, tolerance: 1.565195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.46363619113257, tolerance: 1.7900200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.541528443083681, tolerance: 1.83908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.18458463468062, tolerance: 1.8272000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.905382712244332, tolerance: 1.95068875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.432229406524428, tolerance: 1.8531950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.283802727337104, tolerance: 1.49119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.335252727729623, tolerance: 1.85594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.562663304177402, tolerance: 1.6027550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.196394901507947, tolerance: 2.1745949999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.769090737534736, tolerance: 1.9176487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.97975759032974, tolerance: 2.0514187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.04502708544052, tolerance: 2.2089549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.877999764219696, tolerance: 1.4595200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.541346190648888, tolerance: 2.19383875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.250593377808702, tolerance: 1.8817387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.59830513786894, tolerance: 2.15061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.844054587551426, tolerance: 2.06528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.786229765000222, tolerance: 1.9309949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.342221688873387, tolerance: 1.54704875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.470345945447496, tolerance: 1.5245887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.708813102584752, tolerance: 1.96304875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.55485467598298, tolerance: 1.86559875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.935892965174128, tolerance: 1.8987949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.047721921203355, tolerance: 1.7176487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.797175702045543, tolerance: 1.567955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.326425304647387, tolerance: 1.92536875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.436821663744901, tolerance: 1.799755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.910245717260963, tolerance: 1.9306200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.02273458206964, tolerance: 1.5299
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.850237380165483, tolerance: 1.95048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.122202981988309, tolerance: 2.1337
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.76490110719473, tolerance: 1.2582187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.140408090469306, tolerance: 1.942395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.972529205554956, tolerance: 1.6548387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.981006811456332, tolerance: 1.75442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.341284365816271, tolerance: 1.7653487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95708696596181, tolerance: 2.04318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.675836808457262, tolerance: 1.68558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.929305601273333, tolerance: 2.03608875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.2546886760056, tolerance: 1.3799949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.768893877613728, tolerance: 1.9323549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.153921043784642, tolerance: 1.36968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.987414608128528, tolerance: 1.6686200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.546568362985768, tolerance: 1.82454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.29299806107231, tolerance: 1.88728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.999944596750947, tolerance: 1.61811875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.85112055112196, tolerance: 2.0151987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.852900121842545, tolerance: 1.64734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.280796173840374, tolerance: 1.56628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.140522363041413, tolerance: 1.7266799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.22564563271122, tolerance: 1.41954875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.13503308000257, tolerance: 1.9595949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.082808332564714, tolerance: 1.833355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.807406862143544, tolerance: 1.625995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.481453545361337, tolerance: 1.97574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.911754526493407, tolerance: 2.02904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.313081363000485, tolerance: 2.00798
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.79674957122483, tolerance: 2.209195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.494828022819803, tolerance: 2.0048887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.15265250327798, tolerance: 1.7479200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.297954658999453, tolerance: 2.0828487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.548810602483606, tolerance: 1.77292
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.475387069889948, tolerance: 1.9419949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.970570152277991, tolerance: 1.6312187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.603760051689804, tolerance: 1.97399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.091863314510068, tolerance: 2.17213875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.39158292615154, tolerance: 1.8851549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.49689816417411, tolerance: 1.6661887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.636672292840403, tolerance: 1.6632200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.354556084727834, tolerance: 1.6062750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.245426905094245, tolerance: 1.62564875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.413403698728501, tolerance: 1.714955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.55747834295988, tolerance: 1.60439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.421140268155064, tolerance: 1.9890887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.92923930929139, tolerance: 1.89678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.468014968464455, tolerance: 2.10042
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.784950391004386, tolerance: 1.6510887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.875261757835275, tolerance: 1.72212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.05206704332783, tolerance: 1.93376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.33389342563865, tolerance: 2.0147887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.741550711360839, tolerance: 1.9799550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.137958553120061, tolerance: 1.68688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.698759433834743, tolerance: 2.18579875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.74810377177892, tolerance: 2.1286750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.29687839854528, tolerance: 1.7948000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.76580875406919, tolerance: 1.88906875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.835055392521568, tolerance: 2.051995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.501722760153125, tolerance: 1.9845799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.10348122645906, tolerance: 1.7403949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.525240650537064, tolerance: 2.0362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.338936558993378, tolerance: 1.8226387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.168057790327136, tolerance: 1.8747949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.468557413572217, tolerance: 2.18918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.144004107626873, tolerance: 2.2189
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.78694240482928, tolerance: 1.9407487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.80347435195824, tolerance: 1.990395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.14488981435912, tolerance: 1.91153875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.512762200259793, tolerance: 1.5556387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.13093468222665, tolerance: 1.5646187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.448070118103928, tolerance: 1.7564799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.4764598396603, tolerance: 1.9435199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.160128901650268, tolerance: 1.7860887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.632036012561656, tolerance: 2.260755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.48868003037313, tolerance: 1.927875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95830276463585, tolerance: 1.7180487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.18294307739134, tolerance: 1.8240200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.41861210947217, tolerance: 1.68439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.085357837897385, tolerance: 1.5754887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.158531237336895, tolerance: 2.41266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.536852487464794, tolerance: 1.79438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.797438721444149, tolerance: 2.0461549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08788651316562, tolerance: 2.10948875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.66853761670837, tolerance: 1.27892
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.59864561400772, tolerance: 1.7485549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.91235253086159, tolerance: 2.00276875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22654806377655, tolerance: 2.06874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.344608438014056, tolerance: 1.97206875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.702627995101581, tolerance: 2.0581800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.230126742144712, tolerance: 1.9832750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.3145502724994, tolerance: 2.06418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.318460102709032, tolerance: 1.7129949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.50755316563751, tolerance: 1.9855800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17218502882305, tolerance: 1.737755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.652876216595985, tolerance: 2.0725550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.3196160171956, tolerance: 2.0472487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.886586482946793, tolerance: 1.7387387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.523520905057133, tolerance: 1.7305800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.520710011209484, tolerance: 2.164755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.063987544406762, tolerance: 1.9879187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.666304984288615, tolerance: 1.87834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.454217445568277, tolerance: 2.18194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.944744822148373, tolerance: 2.15438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.708158657216241, tolerance: 1.8839387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.99977009273682, tolerance: 2.2651487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.07410109937892, tolerance: 2.0888987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.970468785315326, tolerance: 1.9479887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.14325728895883, tolerance: 2.069155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.00262158920846, tolerance: 1.93929875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.610037480495524, tolerance: 2.334355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.09709617097874, tolerance: 1.6927949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.04895591064453, tolerance: 1.9665200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.753499881536406, tolerance: 1.6273887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.81621750041363, tolerance: 1.7692750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.462476581285324, tolerance: 1.73508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.403896344641659, tolerance: 1.2115200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.028317123198606, tolerance: 1.87908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.784047894760352, tolerance: 1.64894875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.369419274059606, tolerance: 1.96414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.16294412560627, tolerance: 2.48771875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.43742143692223, tolerance: 1.6695800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.032793671095748, tolerance: 2.07138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.846534016057106, tolerance: 1.76518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.193195420966513, tolerance: 2.2658
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.32215155886361, tolerance: 2.38834875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.679591279818112, tolerance: 1.8454799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.126327115025443, tolerance: 1.7003000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.868440996198593, tolerance: 1.82188
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.52020233624566, tolerance: 2.47684875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.12213216666248, tolerance: 1.55694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.626225528665863, tolerance: 2.25298875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.75514134800911, tolerance: 2.178155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.838627877556702, tolerance: 2.3834750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.814901064344234, tolerance: 1.8167987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.518915373607097, tolerance: 1.55418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.945541164566144, tolerance: 2.2777950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.875865060877066, tolerance: 1.84038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.844169175812688, tolerance: 2.02094875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.961671143693009, tolerance: 1.8111387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.182264043863174, tolerance: 1.8534187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.030365091673305, tolerance: 1.6538187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.22925626233569, tolerance: 2.0503887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.273587101712366, tolerance: 1.9295200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.126300975817863, tolerance: 1.562155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.92668204457149, tolerance: 1.9008387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.090081361688917, tolerance: 1.9524000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.52829941253587, tolerance: 2.11746875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.194550340232507, tolerance: 2.23804875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.361585909469184, tolerance: 1.933875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.447021079125555, tolerance: 2.12843875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.185709026409473, tolerance: 2.4189549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.971313342057897, tolerance: 1.8921949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.552344571470247, tolerance: 2.1694750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.81781241037439, tolerance: 1.9553549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.372868880047626, tolerance: 1.8479949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.259459954113247, tolerance: 2.1372750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.978657075961426, tolerance: 1.54224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.009953817064325, tolerance: 1.6822487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.22875166574741, tolerance: 1.8929987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.517459834505564, tolerance: 1.36789875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.080818682258233, tolerance: 1.6403949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.519011158464982, tolerance: 1.6951949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.0325983111252, tolerance: 1.3746200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.819555024478156, tolerance: 1.6198987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.498773151291445, tolerance: 1.247155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.28054395379782, tolerance: 1.57619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.966211680301502, tolerance: 1.70012
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.615912530190545, tolerance: 1.63274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.964513530653724, tolerance: 1.498355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.528573400854157, tolerance: 1.8682200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.511957681543793, tolerance: 1.7845550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.805422630816054, tolerance: 1.5525949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.805998374039913, tolerance: 1.274355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.677683756957396, tolerance: 1.5151200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.365284088183614, tolerance: 1.5715887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.802747809868745, tolerance: 1.5078200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.252895090208938, tolerance: 1.307595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.290154703847147, tolerance: 1.5785200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.220012826929796, tolerance: 1.3118750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.472265621688752, tolerance: 1.83538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.610181137504309, tolerance: 1.337555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.43894833223218, tolerance: 1.560075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.378086469930365, tolerance: 1.41194875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.167598156763127, tolerance: 1.21768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.49842226942803, tolerance: 1.43172
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.671985981380164, tolerance: 1.56832
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.28551491437885, tolerance: 1.7623550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.336560583524093, tolerance: 1.532075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.73262518736827, tolerance: 1.7085949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.062944714260585, tolerance: 1.55439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.728239057584045, tolerance: 1.4909200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.22345983259183, tolerance: 1.37578875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.448347992206326, tolerance: 1.6539987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.86994181383877, tolerance: 1.48643875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.244517629499873, tolerance: 1.8183949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.824153804340078, tolerance: 1.73468875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.374976228020897, tolerance: 1.48294875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.876790718718881, tolerance: 1.572955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.534877268158578, tolerance: 1.610875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.98537695767212, tolerance: 1.563555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.61144381587288, tolerance: 1.75689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.740972602678937, tolerance: 1.4761887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.567286648921055, tolerance: 1.4226387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.210901817160195, tolerance: 1.60799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.117102213554851, tolerance: 1.3050000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.7699917957112, tolerance: 1.26884875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.52006492154852, tolerance: 1.378195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.42601306516806, tolerance: 1.26199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.14204418100349, tolerance: 1.18538875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.420190614671494, tolerance: 1.53591875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08752451179179, tolerance: 1.5938387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.343209147845805, tolerance: 1.66212
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.399146284578688, tolerance: 1.47596875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.525550283920218, tolerance: 2.05403875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.751280112273244, tolerance: 1.52514875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.935308069003312, tolerance: 1.9600387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.56268279338935, tolerance: 1.7809949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.076351810909586, tolerance: 1.7311200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.367204869557746, tolerance: 1.58763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.489349146873018, tolerance: 1.46378
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.452363654139035, tolerance: 1.52138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.96287294225189, tolerance: 1.8487199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.12014924002956, tolerance: 1.5853549999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.220823857431746, tolerance: 1.5442200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.65986410064806, tolerance: 2.1002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.299316109368956, tolerance: 1.624675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.026378737547596, tolerance: 1.637155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.244786636824593, tolerance: 1.31124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.06472121597431, tolerance: 1.4315799999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.595066224795506, tolerance: 1.5916200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.582178907705178, tolerance: 1.801355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.322945624178345, tolerance: 1.6972887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.309430386615446, tolerance: 1.6764387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.90809509874664, tolerance: 2.03214875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.846921216607209, tolerance: 2.09494875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.058689550716156, tolerance: 1.91878
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.084555086713632, tolerance: 1.53549875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.503942189291799, tolerance: 1.29209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.376818069147037, tolerance: 1.1819950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.178188514847342, tolerance: 1.7235387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.45761033850052, tolerance: 1.9218799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.581804522168127, tolerance: 2.0046987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.583439376436804, tolerance: 1.7603949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.674067414648093, tolerance: 1.8729549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.423583993995496, tolerance: 1.8192387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.340498309358376, tolerance: 1.33658875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.11399892909145, tolerance: 1.334595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.684420214552077, tolerance: 1.451355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.92975691464585, tolerance: 1.42408875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.834268256241126, tolerance: 1.8270187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.724110725246298, tolerance: 1.7503950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.428942036533748, tolerance: 1.3691200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.72929099629801, tolerance: 1.26558
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.786847616762113, tolerance: 1.59562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.40180376880889, tolerance: 1.52874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.90069314665233, tolerance: 1.4740887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.321108128213286, tolerance: 1.01361875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.460651613587263, tolerance: 1.26678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.180063656721599, tolerance: 1.32518
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.11151988541435, tolerance: 1.7030387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.995088089887059, tolerance: 1.49111875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.008477066494274, tolerance: 1.25502
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.142912014933092, tolerance: 1.4204887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.15160859675223, tolerance: 1.7028200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.500972200716756, tolerance: 1.432355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.69831055043846, tolerance: 1.76794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.527387734498618, tolerance: 1.6329200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.895903626113707, tolerance: 1.5165887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.542038753469367, tolerance: 1.5786200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.805455281998873, tolerance: 1.4671687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.99150333527644, tolerance: 1.41162
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.024124469922537, tolerance: 1.450755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.708006428575505, tolerance: 1.3184200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.42893315483073, tolerance: 1.948555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.7600849341217, tolerance: 1.63034875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.004302841317465, tolerance: 1.38274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.90421627284671, tolerance: 1.35519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.872239937246434, tolerance: 1.5256750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.003520610468073, tolerance: 1.52418875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.06624825375873, tolerance: 1.60138875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.321940900318538, tolerance: 1.38899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.018269954068604, tolerance: 1.4185949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.94352761350716, tolerance: 1.2478
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.415133172828863, tolerance: 1.3898387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.898380213121076, tolerance: 1.08354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1196268355978, tolerance: 1.324595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.01589336175747, tolerance: 1.130555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.39149409056882, tolerance: 1.7070887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.732679303197244, tolerance: 1.338595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.109810988141088, tolerance: 1.2384487499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.004333779004696, tolerance: 1.21768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.208953768568247, tolerance: 1.644155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.050235049295775, tolerance: 1.54988
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.769741000982055, tolerance: 1.2951949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.911733187888505, tolerance: 1.60752
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.775000907818225, tolerance: 1.57548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.39524100794971, tolerance: 1.4104
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.513100809848364, tolerance: 1.7737887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.281250458830094, tolerance: 1.3288187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.415919729882145, tolerance: 1.8119987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.487565304532406, tolerance: 1.3921387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.873980349375486, tolerance: 1.4873487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.553175311863264, tolerance: 1.530355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.28881099616813, tolerance: 1.29319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.000490021621907, tolerance: 1.77509875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.086801852915535, tolerance: 1.11132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.6356395085936, tolerance: 1.4877950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.85982332718713, tolerance: 1.4331387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.740041355441242, tolerance: 1.50068
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.24956716707915, tolerance: 1.62698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.955215617835506, tolerance: 1.2161
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.56403476951365, tolerance: 1.3226200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.545947388923796, tolerance: 1.558355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.3407669920883, tolerance: 1.45318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01792234148305, tolerance: 1.25394875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.687879766263157, tolerance: 1.29348875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.547608110604127, tolerance: 1.28288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.571966306212126, tolerance: 1.2000187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.88337460027884, tolerance: 1.33678
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.951637572127513, tolerance: 1.4689
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.783463541301618, tolerance: 1.3839387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.390496403379434, tolerance: 1.4573200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.126083605466954, tolerance: 1.6208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.537520301810297, tolerance: 1.29404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.382383516533, tolerance: 1.878755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.729600548002896, tolerance: 1.50569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.998411017385404, tolerance: 1.425995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.99477337013362, tolerance: 1.68556875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56283400802218, tolerance: 1.6352487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.985505981780204, tolerance: 1.5291487499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.012794290244095, tolerance: 1.4768387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.107966551605976, tolerance: 1.3316387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.35080280972427, tolerance: 1.89589875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.507186021190336, tolerance: 1.7023000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.102606585587488, tolerance: 1.48054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.793446550129776, tolerance: 0.9334
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.213433398778413, tolerance: 1.83293875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.872978158227202, tolerance: 1.392355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.11882251607441, tolerance: 1.2791387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.308538996780527, tolerance: 1.737875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.258855848452228, tolerance: 1.39208
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.518396894634478, tolerance: 1.6932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.631926997638097, tolerance: 1.8351949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.072316074888167, tolerance: 1.42793875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.631023122145123, tolerance: 1.10948
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.704386509895997, tolerance: 1.2931550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.456603231409268, tolerance: 1.59148
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.61875371472989, tolerance: 1.28606875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.935443576812384, tolerance: 1.189995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.695488522216817, tolerance: 1.5784887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.15383967970578, tolerance: 1.43654875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.922885875211925, tolerance: 1.8349949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.826114910274942, tolerance: 1.6054187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.435920742897345, tolerance: 1.169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.149902646057647, tolerance: 1.54439875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.889869168883491, tolerance: 1.5177387500000001
  model = cd_fast.enet_coordinate_descent(

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.535234393957946, tolerance: 1.625555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.20315201087518, tolerance: 2.116355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.961649676001887, tolerance: 1.61798875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.092421121211736, tolerance: 1.724395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.259550283632876, tolerance: 2.10898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.358377683458855, tolerance: 1.35938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.83068475725361, tolerance: 1.8711987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.768925804740732, tolerance: 1.34078
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.261218141297597, tolerance: 1.7039949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.38487966032635, tolerance: 1.434555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.612558604816144, tolerance: 1.7750750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.47166606387186, tolerance: 1.639155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.947364242852885, tolerance: 2.00498875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.68448982229537, tolerance: 1.7567949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.763143485668884, tolerance: 2.09958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.7354706386983, tolerance: 2.07652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.96672872876203, tolerance: 1.93168
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.17426215553969, tolerance: 1.31266875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.433165411525156, tolerance: 1.3112387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.54478868229366, tolerance: 1.7405387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.759306467990786, tolerance: 1.8138200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.026506140209975, tolerance: 1.43659875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.89707113202668, tolerance: 2.000955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.530010686684776, tolerance: 2.02421875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.69377180825789, tolerance: 2.16118875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.114515487762063, tolerance: 1.8709950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.00132011224062, tolerance: 1.8255000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.418687711747786, tolerance: 1.61419875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.29599154418497, tolerance: 2.00461875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.21307819291186, tolerance: 2.18348
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11401748478756, tolerance: 1.5263950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.789484101685613, tolerance: 1.67448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.655794063766564, tolerance: 2.5173187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.061088879908713, tolerance: 1.54014875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.710382934034534, tolerance: 1.975155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.680441214045885, tolerance: 1.79738
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.36061335531768, tolerance: 2.19169875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.32299256533956, tolerance: 1.9891949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.994660302495973, tolerance: 1.72694875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9893957482362197, tolerance: 1.6875200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.23440272846139, tolerance: 1.8144887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.36342963585029, tolerance: 2.3470487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.030451959398974, tolerance: 1.8136387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.914720058279396, tolerance: 1.84902
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.378158871256346, tolerance: 1.4769
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.309535126807265, tolerance: 1.3443
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.22273412351791, tolerance: 1.7941887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.204850450279558, tolerance: 1.8644887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.186700050508762, tolerance: 1.68609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.170482763065266, tolerance: 1.9837
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.204167495737615, tolerance: 1.92498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.237681760232775, tolerance: 1.4468887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.197240458635015, tolerance: 2.0362887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.386137578294992, tolerance: 1.7297200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.22862070104676, tolerance: 1.60318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.118772833263428, tolerance: 2.03274875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.154958414992745, tolerance: 1.9655549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.78001556479148, tolerance: 2.1782487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.91734774051106, tolerance: 1.5101200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.272585445099544, tolerance: 2.03096875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.267867038599466, tolerance: 1.6026200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.413828573727486, tolerance: 2.02133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.327116897809915, tolerance: 2.1515387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.021079217061853, tolerance: 1.86758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.35050044933334, tolerance: 2.37688875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.496474403719525, tolerance: 1.6630800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.85889757566959, tolerance: 1.9480000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.10142316344668, tolerance: 1.6477000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.819091223931732, tolerance: 1.76669875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.97865563285567, tolerance: 1.8438750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.16602390615413, tolerance: 1.8622750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.10672393502006, tolerance: 1.70258875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.64736567563634, tolerance: 2.07341875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.508776951661524, tolerance: 2.2945549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.415200606852366, tolerance: 1.79384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.895961702179385, tolerance: 1.6516887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.39330599863857, tolerance: 1.84778
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.974751606686624, tolerance: 1.7359387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.18751383317526, tolerance: 2.1945
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.467043578590243, tolerance: 1.5352687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.755191357953002, tolerance: 1.1543387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.53431537518345, tolerance: 1.53398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.05294289584573, tolerance: 2.003155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.77457043434005, tolerance: 1.644195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.5771048886381, tolerance: 1.7241187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.54368400306163, tolerance: 1.650955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.12343727599793, tolerance: 1.7299549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.912779672418026, tolerance: 1.82008
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.466215496040586, tolerance: 1.4229887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.137666823711726, tolerance: 1.6862750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.48850193646866, tolerance: 2.0443949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.86174349222536, tolerance: 1.93418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.525343465322344, tolerance: 1.63759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.999086729324844, tolerance: 1.75299875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.80056927025428, tolerance: 1.713155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.186045424277019, tolerance: 1.6259200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.33694224007445, tolerance: 1.7201000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.8810440757843, tolerance: 1.967675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.1359446484263, tolerance: 2.07833875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.175454195293188, tolerance: 1.8930887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.149962034119497, tolerance: 1.9513487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.729522942489872, tolerance: 1.80991875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.838364789240543, tolerance: 1.9851550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.170488496412624, tolerance: 2.20569875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.610445008967464, tolerance: 2.61058875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.276054335550683, tolerance: 2.04113875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.32437182197957, tolerance: 2.31084875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.645420328951513, tolerance: 2.17699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.469463834814633, tolerance: 2.1061199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.376959639083054, tolerance: 2.48279875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.59419794241011, tolerance: 2.36511875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.49149224301222, tolerance: 2.01319875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.940506885551116, tolerance: 2.28664875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.8739866009926, tolerance: 1.649555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.467072818788854, tolerance: 2.0423549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.18619008021389, tolerance: 2.5112
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.766546704781, tolerance: 1.621395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.56678265772498, tolerance: 1.8518487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.86510162951762, tolerance: 1.60322
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.618240115160575, tolerance: 2.041795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.520839302134538, tolerance: 1.7125000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.769385125954244, tolerance: 2.35933875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.599910915522116, tolerance: 1.8142487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.42070090271943, tolerance: 2.124155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.911721597333987, tolerance: 1.94812
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.43327453389336, tolerance: 1.9012387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.626361503305404, tolerance: 1.8537887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.579676850707298, tolerance: 2.2054
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.440825122192923, tolerance: 1.6630200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.476676730232807, tolerance: 1.733475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.81708212414668, tolerance: 1.9591200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.25236555313853, tolerance: 2.0405
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.96898926063403, tolerance: 1.89828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.278732529203246, tolerance: 2.194995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.732616686594106, tolerance: 2.1052387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.133715727532497, tolerance: 2.20479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.172516967742432, tolerance: 1.670075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.559133390946236, tolerance: 2.065475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.88536846585075, tolerance: 1.51779875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.61861866684712, tolerance: 1.7328200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.37774155404798, tolerance: 2.3019549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.675668581542126, tolerance: 1.835755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.231229617659004, tolerance: 2.01646875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.688744893658463, tolerance: 1.8690487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.134498129008165, tolerance: 2.0604750000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.278237454988545, tolerance: 1.7818387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.67598542813017, tolerance: 1.79904875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.980478154675396, tolerance: 2.17508
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.323858716592646, tolerance: 1.95416875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.970427221876967, tolerance: 2.49076875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.628946498403035, tolerance: 1.8574887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.280406791113556, tolerance: 1.873555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.19811245436751, tolerance: 1.9499187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.782830157525773, tolerance: 1.635475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.60827244118517, tolerance: 1.73976875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.442676686621425, tolerance: 2.02628875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.018803171341276, tolerance: 2.2477800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.548859808380897, tolerance: 1.6648799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.24138153105981, tolerance: 1.9917950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.951332432364845, tolerance: 1.50414875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.261714795251976, tolerance: 1.6899987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.074153472383905, tolerance: 2.2115550000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.748442744218703, tolerance: 1.51999875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.830138544828827, tolerance: 2.353195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.903817958759728, tolerance: 1.6855949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.17295909387103, tolerance: 2.08106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.05698759054696, tolerance: 2.69296875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.459619433332875, tolerance: 1.7886487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.832757733874722, tolerance: 1.8883550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.06092344215609, tolerance: 1.83768
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.321843037428751, tolerance: 1.56058
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.30400716783164, tolerance: 2.07468
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.076712859929124, tolerance: 1.8999487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39387608961954, tolerance: 1.51773875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.14174458029322, tolerance: 1.8653949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.281052534482686, tolerance: 1.93024875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.53774884978195, tolerance: 1.8954387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.361329757391005, tolerance: 1.634155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.87439314015513, tolerance: 1.8805949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.62301204302279, tolerance: 1.54759875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.669717575676117, tolerance: 1.9063487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.523983052504164, tolerance: 2.51974875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.086294124391095, tolerance: 1.8755487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.181441838082804, tolerance: 1.530155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.673200860536596, tolerance: 1.5076200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.87690092490682, tolerance: 2.01733875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.551978212077664, tolerance: 1.94179875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.88385096288695, tolerance: 2.1343550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.349454921662854, tolerance: 1.78486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.418997424981825, tolerance: 1.89923875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.880971843504923, tolerance: 1.6933949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.80802568983668, tolerance: 1.9741887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.25331360019852, tolerance: 1.9348199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.052164717268646, tolerance: 1.9069
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.00525537112631, tolerance: 1.7555987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.464526821568251, tolerance: 1.746595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.56093634044808, tolerance: 2.22594875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.71596890505246, tolerance: 2.29996875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.2602001179429, tolerance: 1.8955949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.367058450664064, tolerance: 1.60958
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.522668619022443, tolerance: 1.86308
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.852036083425087, tolerance: 1.7436387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.17727596403282, tolerance: 1.7318
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.113618981293637, tolerance: 2.182155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.46392034654614, tolerance: 2.1893200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.634857283669906, tolerance: 1.195395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.859673959476545, tolerance: 1.81221875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.901337917643247, tolerance: 1.4652
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.091731397837506, tolerance: 1.8682750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.013036481248328, tolerance: 1.8497949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.234686241729268, tolerance: 1.9218000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.64151192248999, tolerance: 1.5099887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.592926286256787, tolerance: 2.31402
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.695869399040806, tolerance: 2.07128
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.142497851911084, tolerance: 1.5259387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.959935550568446, tolerance: 1.62496875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.184702437088895, tolerance: 1.310675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.923677867299155, tolerance: 1.3178687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.515603432666836, tolerance: 1.34648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.829542755130795, tolerance: 2.10332
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.856814812533102, tolerance: 1.5177800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.69024426441508, tolerance: 1.6198750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.838803496534986, tolerance: 1.7288487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.32730502568792, tolerance: 2.38499875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.120782350720203, tolerance: 1.65142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.821430468508789, tolerance: 1.2505950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.686368550030185, tolerance: 1.3941200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.202699406356764, tolerance: 1.8212387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.03398594610645, tolerance: 1.8846387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.551885793656723, tolerance: 2.04978
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.78608374667995, tolerance: 1.7409000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.671408671528283, tolerance: 1.41689875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.930031149469052, tolerance: 1.4209487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.247122517839864, tolerance: 1.41364875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.275587345229475, tolerance: 1.50088
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.139629737004007, tolerance: 2.40108875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.442647096777186, tolerance: 1.65968
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.46492021518391, tolerance: 1.60398
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.22958215968538, tolerance: 1.5938387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.090798617562598, tolerance: 1.6289887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.616996468417927, tolerance: 1.9554200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.038390726923563, tolerance: 1.92763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.332169701616493, tolerance: 1.83853875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.536153407406115, tolerance: 1.42643875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.677566626881593, tolerance: 1.56738875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.816130265966493, tolerance: 1.8563200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95647414211944, tolerance: 1.63458
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.929988502394345, tolerance: 2.72632
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.00387380853194, tolerance: 1.1848750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.331812867265945, tolerance: 1.4793387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.116598419322813, tolerance: 1.7867949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.026999605084402, tolerance: 1.8044487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.709587960006647, tolerance: 2.515195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.383562456947125, tolerance: 1.7739800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.063975420754893, tolerance: 1.7595949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.612886200593415, tolerance: 1.86151875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.617396243779492, tolerance: 1.98488875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.548996517579102, tolerance: 1.8321387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.297185549844045, tolerance: 1.34149875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.04117953025229, tolerance: 1.5614799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.409733218555843, tolerance: 1.8957387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.3820217795488, tolerance: 1.8929950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.558881431481577, tolerance: 1.77833875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.517223066278767, tolerance: 1.6181387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.080708376783893, tolerance: 2.36399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.69661403687428, tolerance: 1.7866887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.923453495944486, tolerance: 1.5132687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.849600278407827, tolerance: 1.47199875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.445380809645506, tolerance: 1.7529000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.502887385338024, tolerance: 1.583275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.602568723498468, tolerance: 1.69828
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.12315297276609, tolerance: 1.88808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.226220444063777, tolerance: 2.38396875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.509351792984493, tolerance: 1.42443875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.389692920148207, tolerance: 2.1784
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.76932126829793, tolerance: 1.8945949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.70955716794803, tolerance: 1.736755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.043744688361702, tolerance: 1.7195949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.961092047347638, tolerance: 1.8898000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.379789078960385, tolerance: 2.1001887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.338196911719887, tolerance: 2.1252387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.4347055676239, tolerance: 2.0507387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.461667959599392, tolerance: 1.9233949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.031159549414376, tolerance: 1.8892487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.605486328083785, tolerance: 1.5552887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.87318724734969, tolerance: 1.58686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.54806517336595, tolerance: 1.9293800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.11526107040957, tolerance: 1.595595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.061162104140735, tolerance: 1.929675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.703054243199382, tolerance: 2.11591875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.356906100017778, tolerance: 1.8094799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.562946306486413, tolerance: 1.54369875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01015068558901, tolerance: 1.2453987499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.159997771024905, tolerance: 1.83224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.03540857549645, tolerance: 2.3819
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.103914234432615, tolerance: 2.2733000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.34463742525232, tolerance: 1.7428750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.96520701575592, tolerance: 2.27092
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.430024604749832, tolerance: 2.21248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.720758952161344, tolerance: 2.2779949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.779912538428206, tolerance: 1.9274799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.30909952866461, tolerance: 2.0017487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.727254141926277, tolerance: 2.160755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.296459632279934, tolerance: 2.08166875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.76030624138962, tolerance: 2.133555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.273192834881822, tolerance: 1.6522750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.11694652043584, tolerance: 2.4503387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.07952597492581, tolerance: 2.185355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.817028551188614, tolerance: 2.089795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.47283797858061, tolerance: 2.037955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.83602621375076, tolerance: 2.013155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.463304900283305, tolerance: 1.8331487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.6087642507566, tolerance: 2.02696875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.741705494217427, tolerance: 2.3952387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.03045786169159, tolerance: 2.247155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.930664118879584, tolerance: 2.1303199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.656233342279616, tolerance: 2.1878487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.599375801098283, tolerance: 1.86519875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.12654116083401, tolerance: 2.2485987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.65498103006897, tolerance: 2.271275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.595795883406545, tolerance: 2.25938875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.363343009347492, tolerance: 1.84528
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.737333790030092, tolerance: 1.5115
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.411180179707177, tolerance: 2.06133875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.523021890326124, tolerance: 2.225955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.012537624672348, tolerance: 2.1081000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.160163628785597, tolerance: 1.7453687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.83692913061332, tolerance: 2.48442
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.560310781465617, tolerance: 2.3926387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.9225498566934, tolerance: 1.987355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.593996724295486, tolerance: 2.1940887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.80052069661003, tolerance: 2.039995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.67594987488987, tolerance: 1.8100687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.82302547451995, tolerance: 1.9303387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.4945104008121, tolerance: 2.3495199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.183409981474764, tolerance: 1.8157387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.48244011672854, tolerance: 1.8245
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.71497733932916, tolerance: 1.7543949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.57017075230388, tolerance: 2.3133
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.085460732409498, tolerance: 1.73668875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.12299392463345, tolerance: 2.24436875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.472445372490695, tolerance: 1.83693875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.059875142079143, tolerance: 2.1451687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.075097005350536, tolerance: 1.66799875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.964681655213603, tolerance: 2.2338799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.039865864142165, tolerance: 2.37106875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.234414480760023, tolerance: 1.749195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.383074741143012, tolerance: 1.8723200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.349636447286176, tolerance: 1.72636875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.71948201070869, tolerance: 1.7899549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.513427211294587, tolerance: 1.9041949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.29314620986021, tolerance: 2.3460799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.260007533528906, tolerance: 2.3395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.330442804030483, tolerance: 1.8909387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.420630716257463, tolerance: 1.87618
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.369841487672833, tolerance: 1.65743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.464140681586066, tolerance: 1.9009887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.988516063650035, tolerance: 2.2100987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.048781544186973, tolerance: 1.8323950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.319260961447945, tolerance: 2.11881875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.436790078782703, tolerance: 1.90932
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.653885691585277, tolerance: 2.498275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.0117333380818, tolerance: 2.1689987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.05115121154213, tolerance: 1.8420887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.031427923824936, tolerance: 1.9949000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.60137552879202, tolerance: 2.2824799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.05758020334293, tolerance: 1.85418
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.717856727471343, tolerance: 2.1157487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.61595152989619, tolerance: 1.611995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.01012540812528, tolerance: 2.2635
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.2551987882145, tolerance: 2.048755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.89826415432935, tolerance: 1.8786887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.442855856071944, tolerance: 1.43064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.75372237796354, tolerance: 2.14844875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.845021926319717, tolerance: 1.8825950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.43986335139913, tolerance: 2.06311875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.138966417094494, tolerance: 1.8836187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.650070988429558, tolerance: 1.9783187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.03593957063058, tolerance: 2.4270799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.863194294180675, tolerance: 2.0631387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.923930830590894, tolerance: 1.3949549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.09818539115281, tolerance: 2.0314200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.709072612073935, tolerance: 1.9331800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.90864361960127, tolerance: 1.62984875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.670472965267916, tolerance: 2.1542487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.56673999640193, tolerance: 1.81256875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.991550235332, tolerance: 2.1571949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.710535242883147, tolerance: 1.7661200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.634320475928153, tolerance: 1.6238387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.82355478186553, tolerance: 1.9539487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.67716439000767, tolerance: 2.26959875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.628410881577842, tolerance: 1.531795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.273723431584774, tolerance: 2.075995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.8437723307615, tolerance: 2.0968487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.398095009142178, tolerance: 1.144795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.147981362158596, tolerance: 2.51248875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.73874983062509, tolerance: 2.04611875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.123901420345184, tolerance: 1.9119950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.918026580710425, tolerance: 1.5673387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.517554411322593, tolerance: 1.9265487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.847040971360638, tolerance: 1.528155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.776609985837535, tolerance: 1.48038
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.674615522397215, tolerance: 1.73089875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.666307115206852, tolerance: 1.9657887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.354024036279696, tolerance: 1.086275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.271039776160396, tolerance: 1.7689949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.54319823023484, tolerance: 1.6623200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.264869145251545, tolerance: 1.87391875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.455455741053463, tolerance: 1.8390887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.069694933466856, tolerance: 1.83029875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.206732266978904, tolerance: 1.53833875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.475273628824706, tolerance: 1.39956875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.26255190439005, tolerance: 1.8477000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.411697089351422, tolerance: 1.6727799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.380307310036248, tolerance: 1.4443949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.199128351473487, tolerance: 1.9139987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.20066671582341, tolerance: 1.7909387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.474012622886633, tolerance: 1.32492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.019697790548307, tolerance: 1.5313487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.8926733651192, tolerance: 1.57973875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.98527977544572, tolerance: 1.56338
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.229918820008784, tolerance: 2.1284
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.89528173933849, tolerance: 2.24574875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.345269981929782, tolerance: 1.8801200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.801193860470693, tolerance: 1.80679875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.065500244377485, tolerance: 1.4572887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.561140543833915, tolerance: 1.564155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.596229199692363, tolerance: 1.6718887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.522175928753553, tolerance: 1.6777199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.352808183573668, tolerance: 1.420075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.310906033916197, tolerance: 1.7795950000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.27587575986206, tolerance: 1.363355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.62867179485894, tolerance: 1.4604887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.242182271867808, tolerance: 1.69678875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.65320033774143, tolerance: 1.6595887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.804041505808028, tolerance: 1.5350799999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.739716153890146, tolerance: 1.9481487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.930781068999877, tolerance: 1.91802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.663129875227455, tolerance: 1.442075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.315380396817798, tolerance: 2.0263887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.058647494424143, tolerance: 1.8696000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.529093689680714, tolerance: 1.6759950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.241773599231887, tolerance: 1.5177
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.36450804638315, tolerance: 1.9801949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.500241257450543, tolerance: 1.5983887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.847515601492084, tolerance: 1.7132
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.26197603351864, tolerance: 1.8105549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.197103459917034, tolerance: 1.7078187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.119161918414942, tolerance: 1.7883887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.317870909423444, tolerance: 1.39629875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.749412238441376, tolerance: 1.83581875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.24101954173924, tolerance: 1.83158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.896418630925737, tolerance: 1.49239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.313534414805403, tolerance: 2.13743875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.812381695518326, tolerance: 1.7974387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.428975153087784, tolerance: 1.49644875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.523438952225174, tolerance: 1.37542
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.16406584304422, tolerance: 1.9597949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.642545174745802, tolerance: 1.66782
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.690329890268274, tolerance: 1.7827199999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.242622604643813, tolerance: 1.45044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.277414164894168, tolerance: 1.9052
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.026794063273393, tolerance: 1.65706875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.984773030927897, tolerance: 1.9548387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.25112158530218, tolerance: 1.40359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.066380406580528, tolerance: 1.74359875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.97092992640557, tolerance: 1.693275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.663143847807575, tolerance: 1.487475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.378284510347186, tolerance: 1.8802
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.041495353159775, tolerance: 1.692355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.620833781161476, tolerance: 1.275955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.353171484684506, tolerance: 1.91429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.27293872114174, tolerance: 2.03119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.244934661174053, tolerance: 1.2854750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64673439969665, tolerance: 1.8837387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.48683204758666, tolerance: 1.51404875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.674050177997415, tolerance: 1.8531549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.03550486888982, tolerance: 1.7765949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.985418413521145, tolerance: 1.6745549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.405363909869838, tolerance: 1.39838875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.624464483128644, tolerance: 1.91794875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.257958784046224, tolerance: 1.774795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.606963695127916, tolerance: 1.70758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.648567472157424, tolerance: 1.594195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.886013581437574, tolerance: 1.78043875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.485889568959564, tolerance: 1.8764387500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.874824843643342, tolerance: 2.0809800000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.264100887346835, tolerance: 1.86408
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.826732565396092, tolerance: 1.51253875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.017710161715621, tolerance: 1.3511
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.902297649346398, tolerance: 1.6113887500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.159138996867767, tolerance: 1.6666
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.275717475666355, tolerance: 1.5827550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.141702246127085, tolerance: 1.6449887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.964650187152476, tolerance: 1.43568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.135683970106733, tolerance: 1.5927550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.54162262486377, tolerance: 1.2891387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.37988006929185, tolerance: 1.8973187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.341524454594783, tolerance: 1.255355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.860951125258852, tolerance: 1.61109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.316137173997202, tolerance: 1.642155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.66920560871717, tolerance: 2.34048875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.485821041610514, tolerance: 1.89648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.372172165763843, tolerance: 1.7996750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.29267804140843, tolerance: 2.2539200000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.081853981076755, tolerance: 1.50289875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.555678349789684, tolerance: 1.7698200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.069406012198677, tolerance: 2.099755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.364497340192635, tolerance: 1.65314875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.54328433345795, tolerance: 2.0944000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.2479582628856, tolerance: 1.8092987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.05712662936778, tolerance: 1.9351887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.296613358383054, tolerance: 2.05918875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.112843928177638, tolerance: 1.9205949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.531141160257594, tolerance: 2.2197887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.83507298579259, tolerance: 2.10842
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.239471209360005, tolerance: 2.0557487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.08150114595768, tolerance: 1.95698
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.716274593938174, tolerance: 1.7066387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.991788317335708, tolerance: 1.9137949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.450568665125122, tolerance: 2.30048
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.498559393172204, tolerance: 2.4244487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.117039153526264, tolerance: 1.8067187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.609848833865595, tolerance: 2.405195
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.256947454572185, tolerance: 1.9202387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.949978154259703, tolerance: 2.0317887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.339531230232904, tolerance: 1.868155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.508972327471092, tolerance: 2.56412
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.838762531778343, tolerance: 2.215595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.619672905552981, tolerance: 1.75874875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.132947183642502, tolerance: 1.44609875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.213952164112303, tolerance: 2.4773199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.046640127806725, tolerance: 1.59851875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.356785803045238, tolerance: 2.0623549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.910108696225905, tolerance: 2.3206487500000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.309985594639082, tolerance: 1.4377950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.1423948851893, tolerance: 2.2097549999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.653548061744832, tolerance: 2.19384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.717458192685458, tolerance: 1.602795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.141341395122726, tolerance: 2.2003887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.993463672579423, tolerance: 2.100555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.33770044257014, tolerance: 2.4155387499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.02082949371638, tolerance: 1.6330887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.280598951961803, tolerance: 1.72489875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.453120763849654, tolerance: 2.25556875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.800965088361185, tolerance: 2.0238387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.905118270958187, tolerance: 1.97114875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.657848787638905, tolerance: 1.7553987500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.43081335492426, tolerance: 2.14479875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.31472801863862, tolerance: 1.6038750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.09961645238381, tolerance: 1.8972187500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.09864083349781, tolerance: 1.58899875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.575944764323928, tolerance: 1.8178887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.5212702870491, tolerance: 1.90562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.51312815050781, tolerance: 1.7650887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.396917158561035, tolerance: 2.150155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.699948959935426, tolerance: 2.01309875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.39835977194645, tolerance: 1.92459875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.325680806712317, tolerance: 1.60548875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.250918226861012, tolerance: 1.6897487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.075168773163668, tolerance: 2.10928
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.634232633985206, tolerance: 1.83338875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.166640885832678, tolerance: 1.9639950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.86301033126081, tolerance: 1.6550200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.084707658440108, tolerance: 2.06138
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.200197377358098, tolerance: 1.92356875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.658513702289483, tolerance: 2.24109875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.896641817939333, tolerance: 1.9283549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.452263319250754, tolerance: 2.0090799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.605758748628698, tolerance: 1.55424875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.024014202974037, tolerance: 1.9608200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.338563161803737, tolerance: 2.3982987499999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.457736246638035, tolerance: 1.8177199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.548442075413224, tolerance: 1.9158987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.987896037521327, tolerance: 2.09101875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.150979870624774, tolerance: 1.5845387499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.020320058854978, tolerance: 2.077675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.55144344976562, tolerance: 1.83044875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.122384045022642, tolerance: 1.8560887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.378526760344979, tolerance: 1.8961949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.213225095783784, tolerance: 1.5180200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.635874325506032, tolerance: 2.1471549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.730924607921004, tolerance: 1.9288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.757950941261644, tolerance: 2.1545487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.433543038791818, tolerance: 1.86384875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.633499507032546, tolerance: 2.03498
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.203108610638772, tolerance: 1.8401949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.605582954567417, tolerance: 1.5854387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.48521727836, tolerance: 1.8695799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.491970044434765, tolerance: 2.0492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.653228222793867, tolerance: 1.884955
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.93347276893171, tolerance: 2.346595
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.428078420823859, tolerance: 2.20682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.18866693913452, tolerance: 1.53703875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.768237057671397, tolerance: 1.8966
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.626217272991138, tolerance: 2.266995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.845454155838574, tolerance: 2.09156875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.93345874681439, tolerance: 2.35588
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.772335476413925, tolerance: 1.726155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.9044547506265, tolerance: 1.8759000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.199075526686293, tolerance: 2.2793
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.549928179195259, tolerance: 1.9221200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.941188858026266, tolerance: 2.10412
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.731171609697707, tolerance: 1.7773949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.6411766020527, tolerance: 2.228555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.63677114741819, tolerance: 1.7549949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.374551363763757, tolerance: 2.1293687500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.468498672569893, tolerance: 2.10019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.63952452902985, tolerance: 2.1459187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.92561411709411, tolerance: 1.5499949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.57258710969031, tolerance: 2.27908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.01671423997328, tolerance: 2.0532799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.615351426081524, tolerance: 1.6057949999999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.017565234552173, tolerance: 2.1435887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.70826976004605, tolerance: 2.19619875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.237050723787984, tolerance: 2.26944875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.41702282737085, tolerance: 2.04486875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.878481678812529, tolerance: 1.4920200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.631102918960035, tolerance: 1.93578
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.277525371880955, tolerance: 1.80239875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.186888424030514, tolerance: 1.6966200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.09486196478667, tolerance: 2.1401549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.923229996552916, tolerance: 2.261755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.775885637041846, tolerance: 2.0313487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.599387978777685, tolerance: 1.775755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.95715450342572, tolerance: 2.1264799999999995
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.900163036878205, tolerance: 1.8051199999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.643514541667745, tolerance: 1.8439487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.722033337814171, tolerance: 2.2448200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.61234331177439, tolerance: 1.8234750000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.608824087304292, tolerance: 1.8708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.83519350508471, tolerance: 2.0678487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.098615977201074, tolerance: 1.9036987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.695982996767441, tolerance: 1.7766887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.487921096849327, tolerance: 2.16082
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.55318366163856, tolerance: 1.7831987499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.75386967244583, tolerance: 1.7489487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.451755401587672, tolerance: 2.028795
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.894098843886699, tolerance: 1.5849550000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.819155463436044, tolerance: 2.21568
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.401704462865013, tolerance: 2.082075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.07208177179243, tolerance: 1.7101800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.671104585534582, tolerance: 1.9435949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.518976816380665, tolerance: 1.6866750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.115356448372914, tolerance: 2.34238
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.049209003363934, tolerance: 1.8344487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.957172066610166, tolerance: 1.7062000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.441651811377106, tolerance: 1.9153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.748412416291433, tolerance: 1.9606987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.830011696832464, tolerance: 1.87908
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.29987141657861, tolerance: 2.0229
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.118954534670458, tolerance: 1.30448
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.42039247711044, tolerance: 1.60648
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.594680876268704, tolerance: 1.5749887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.934245092212139, tolerance: 1.6983887500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.683853571136193, tolerance: 1.8678887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.97909914528885, tolerance: 2.1551387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.746500085043536, tolerance: 2.00474875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.4375370187666, tolerance: 1.8370487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.794126470317238, tolerance: 1.3597387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.171284734236675, tolerance: 2.14918
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.45278453685833, tolerance: 1.6447987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.450336643293006, tolerance: 2.20454875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.211840732032943, tolerance: 1.9959949999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.151091386268225, tolerance: 1.6819387499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.35379436053018, tolerance: 2.06453875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.05767001141997, tolerance: 1.88362
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.634103498124517, tolerance: 1.7197487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.193259331629363, tolerance: 1.920155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.207276571397294, tolerance: 2.00518875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.894235729858746, tolerance: 2.069475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.879304905918495, tolerance: 1.6121550000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.076929704583215, tolerance: 1.7832000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.764056535726937, tolerance: 1.8821949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.028494228687688, tolerance: 2.310155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.755102833199098, tolerance: 1.76898
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07742951089379, tolerance: 2.0125687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.33563147969046, tolerance: 1.8203949999999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.20020480875, tolerance: 1.96889875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.500134722793618, tolerance: 2.07653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.065802348715163, tolerance: 2.23766875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.294371325840352, tolerance: 2.18772
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.642909617196537, tolerance: 1.6181
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64502691581498, tolerance: 2.0187199999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.598476793436163, tolerance: 1.6000750000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.176474104762672, tolerance: 1.50368
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.519220622067866, tolerance: 2.013075
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41517192911769, tolerance: 2.23224875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.28855310589276, tolerance: 2.33653875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.28092184555485, tolerance: 2.2055000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.38408702492806, tolerance: 2.0165
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.937789636335495, tolerance: 1.68399875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.93553183469829, tolerance: 1.8405199999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.334377371208298, tolerance: 2.0730387500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.354211042207048, tolerance: 1.67049875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.7125668099223, tolerance: 1.9247799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.047228866624618, tolerance: 1.8895487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.16872322291745, tolerance: 1.9876987500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.64724222125728, tolerance: 1.8197549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.096881465999928, tolerance: 1.58124875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.182896029671053, tolerance: 1.43064875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.714662436880275, tolerance: 1.75868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.428087601759277, tolerance: 1.5163950000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.319723819996467, tolerance: 1.291155
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.97540429719414, tolerance: 1.8867550000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.119577722932034, tolerance: 1.53529875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.33388380619628, tolerance: 1.88548
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.499114640163624, tolerance: 1.4684000000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.803473749242436, tolerance: 1.8133549999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.158056613937685, tolerance: 1.85979875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.50957352997679, tolerance: 1.9331549999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.761531744045133, tolerance: 1.8743487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.083878559373833, tolerance: 1.95888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.290197426068595, tolerance: 1.720475
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.350707450729725, tolerance: 1.82379875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.22988540009868, tolerance: 1.3429987500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.27905009197614, tolerance: 2.0433887499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.018897515680678, tolerance: 1.8082887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.7324499522024, tolerance: 1.52178
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.1944856363737, tolerance: 1.9133987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.67712087095365, tolerance: 1.82368875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.016406095365017, tolerance: 1.637675
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.081682485296085, tolerance: 1.8139387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.674292795664444, tolerance: 1.5741687500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.098140956903467, tolerance: 1.8328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.645487292312026, tolerance: 1.859355
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.011392804435438, tolerance: 2.07481875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.754001261561243, tolerance: 1.9905950000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.43653134915385, tolerance: 1.86562
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.93849957959667, tolerance: 1.5117887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.691686831905052, tolerance: 1.7803887500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.382314458149096, tolerance: 2.11818875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.588019649283833, tolerance: 1.72878875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.371693812768005, tolerance: 1.84069875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.189620416245358, tolerance: 2.1759987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.49380614237707, tolerance: 1.98438
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.979465827759455, tolerance: 2.26354875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.71379515973904, tolerance: 1.7199200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.355780602392283, tolerance: 1.80739875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95831304578661, tolerance: 1.7686487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.875270561083582, tolerance: 1.7446387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.484235843369955, tolerance: 1.6536987500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.284182021340957, tolerance: 1.89172
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.58113477127397, tolerance: 1.77062
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.809349863832487, tolerance: 1.33158
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.677031195500916, tolerance: 1.7293387500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.464095235795824, tolerance: 2.0739387500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.00650880236226, tolerance: 1.9217550000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.226519282086663, tolerance: 2.2331487500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.70767649701423, tolerance: 1.60118
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.663694494158463, tolerance: 2.04648875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18712479409014, tolerance: 2.3899887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.28686045132269, tolerance: 1.92119875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.185832815066098, tolerance: 1.9237987499999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.078357885869643, tolerance: 2.7100799999999996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.083425279881894, tolerance: 1.3034887499999999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.470113805854588, tolerance: 2.407555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.384088331365085, tolerance: 2.188275
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.102139456666308, tolerance: 2.04409875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.92900994081035, tolerance: 2.1681487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.88289323502123, tolerance: 1.6162387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.788489250829368, tolerance: 1.9445687500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.366838011532277, tolerance: 2.398555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.330826427318318, tolerance: 1.8225887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.235229364915817, tolerance: 1.65688
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.104412081208046, tolerance: 1.7889487500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.242225978949302, tolerance: 1.9636
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.14995586951092, tolerance: 2.1583187500000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.844780345742002, tolerance: 1.7818
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.057791605341226, tolerance: 2.05028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.045343461234204, tolerance: 1.87938
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.664526733290185, tolerance: 1.9388800000000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.6964438377927, tolerance: 2.08492
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.317347698230423, tolerance: 1.7046387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.62988560713174, tolerance: 2.18728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.933078997200326, tolerance: 1.71061875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.673830918054323, tolerance: 2.0918487500000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.41341770866567, tolerance: 1.81174875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.949122401379434, tolerance: 1.64763875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.948911191977869, tolerance: 1.96734875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.31329593947659, tolerance: 1.6331487500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.369198803540478, tolerance: 2.1235987499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.219568323985737, tolerance: 2.21726875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.27431979075853, tolerance: 1.8565487500000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.092108473284508, tolerance: 2.13209875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.58657200028035, tolerance: 1.75429875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.400158083918406, tolerance: 1.7687000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.77045268232921, tolerance: 1.7645800000000005
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.76841071264306, tolerance: 2.15633875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.670684833885915, tolerance: 1.7658799999999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.5721476318434, tolerance: 1.5864800000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.066739112378993, tolerance: 1.60028
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.98608584483019, tolerance: 1.4117000000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.596860543429152, tolerance: 1.64296875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.964584004155498, tolerance: 2.2817387499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.854640461010213, tolerance: 1.67376875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.95484571907657, tolerance: 1.73538
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.780042224874382, tolerance: 1.61698875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.455607872094454, tolerance: 2.22868
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.837615443792577, tolerance: 1.70784875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.36785704770829, tolerance: 2.598755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.211302170985633, tolerance: 1.404755
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.143380224061245, tolerance: 1.65792
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.208552396741062, tolerance: 1.6966200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.224856693088057, tolerance: 2.07019875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.556975455210361, tolerance: 1.52686875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.796389165029296, tolerance: 1.61728
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.97014786416089, tolerance: 1.4777
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.221293143876371, tolerance: 1.6712887499999998
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.657053011555856, tolerance: 1.49682
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.5684875502579, tolerance: 2.16323875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.76762184778208, tolerance: 1.9074200000000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.54091259047622, tolerance: 1.68769875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.34222348921707, tolerance: 2.08054875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.685075520262647, tolerance: 2.1041000000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.105339258781772, tolerance: 1.9787200000000003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.913248784557382, tolerance: 1.502395
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.035472390064356, tolerance: 1.624
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.985127270118701, tolerance: 2.04758
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.76491141919494, tolerance: 2.1608800000000006
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.271235614508065, tolerance: 1.8090187500000001
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.252438549439393, tolerance: 1.4056887499999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.857450398234668, tolerance: 1.9725387500000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.911225868696118, tolerance: 2.35532
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.555791159405533, tolerance: 1.4252200000000002
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.424724578312288, tolerance: 1.37699875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.7823550998532, tolerance: 1.489795
  model = cd_fast.enet_coordinate_descent(

Bootstrap analysis of Lasso against lambda

np.random.seed(3155)

# Setting up lambdavalues and arrays for storage of information
nlambdas = 100; lambdas = np.logspace(-20, 5, nlambdas)
error = np.zeros(nlambdas); bias = np.zeros(nlambdas); variance = np.zeros(nlambdas)
MSE_predict = np.zeros(nlambdas)

# setting up meshgrid of values and dataset
N = 100; terrain = terrain1[:N, :N]; n = 12
x = np.linspace(0, 1, N); y = np.linspace(0, 1, N) 
mx, my = np.meshgrid(x, y)
z = terrain
z = z.ravel()
# Design matrix
X = create_X(mx, my, n=n)
# Splitting into train and test sets
X_train, X_test, z_train, z_test = train_test_split(X, z, test_size=0.2)
X_offset = np.mean(X_test, axis=0); z_offset = np.mean(z_train, axis=0)
# Identity matrix
I = np.eye(X_train.shape[1], X_train.shape[1])
n_bootstraps = 100 # number of iterations in resampling
# looping through lambdavalues in lambdas
for lmbda in range(nlambdas): 
    l = lambdas[lmbda]
    lasso = skl.Lasso(alpha=l)#.fit(X_train,z_train) # Setting up lasso using skl with lambdavalue
    zpred = np.zeros((z_test.shape[0], n_bootstraps))
    for i in range(n_bootstraps): 
        # Resampling
        x_, z_ = resample(X_train, z_train)
        # Finding lassofit using x_ and z_ (resampled data) 
        lassofit = lasso.fit(x_, z_) 
        # Performing regression
        lassoz_train = lassofit.predict(x_)
        zpred[:, i] = lassofit.predict(X_test)
    # Collecting data
    error[lmbda] = np.mean( np.mean((z_test.reshape(-1,1)-zpred)**2, axis=1, keepdims=True))
    bias[lmbda] = np.mean( (z_test.reshape(-1,1) - np.mean(zpred, axis=1, keepdims=True))**2 )
    variance[lmbda] = np.mean( np.var(zpred, axis=1, keepdims=True) )
    MSE_predict[lmbda] = bias[lmbda] + variance[lmbda] + error[lmbda]
# Plotting error, bias, variance and predicted MSE against log10(lambda)
plt.plot(np.log10(lambdas), error, linewidth=7, label='Error')
plt.plot(np.log10(lambdas), bias, label='Bias')
plt.plot(np.log10(lambdas), variance, 'r--', label='Variance')
plt.plot(np.log10(lambdas), MSE_predict, label='MSE Predict')
plt.xlabel('log10(lambda)'); plt.title('Bias-Variance-tradeoff'); 
plt.legend(); plt.show()
# Plotting variance against log10(lambda)
plt.plot(np.log10(lambdas), variance, label="Variance")
plt.legend()
plt.show()
# Plotting bias against log10(lambda)
plt.plot(np.log10(lambdas), bias, label="Bias")
plt.legend()
plt.show()

Cross validation Lasso

import sklearn.linear_model as skl
import numpy as np
import matplotlib.pyplot as plt
from sklearn.model_selection import KFold #new
from sklearn.linear_model import Ridge
from sklearn.model_selection import cross_val_score #new
from sklearn.preprocessing import PolynomialFeatures

np.random.seed(3155)

nlambdas = 20; lambdas = np.logspace(-5, 1, nlambdas)

n = 5
N = 100
terrain = terrain1[:N, :N]
x = np.sort(np.random.uniform(0, 1, N))
y = np.sort(np.random.uniform(0, 1, N))
mx, my = np.meshgrid(x, y)
z = terrain
z_arr = z.ravel()
X = create_X(mx, my, n=n)

def crossvalidation_lasso(k, nlambdas,lambdas):
    
    scores_KFold = np.zeros((nlambdas,k))

    x_indices = np.arange(len(X))
    x_splits = np.array_split(x_indices, k)
    concat_pre = np.arange(len(x_splits))
    
    for k in range(len(x_splits)):
        test_inds = x_splits[k]
        concat = np.delete(concat_pre, k)

        #find and concatenate training data
        if (len(concat)-1) == 0:
                train_inds = x_splits[concat[0]]
        else:
            for v in range(len(concat)-1):
                train_inds = np.concatenate((x_splits[concat[v]], x_splits[concat[v+1]]))
       
        xtrain = X[train_inds]
        ztrain = z_arr[train_inds]

        xtest = X[test_inds]
        ztest = z_arr[test_inds]
    
        scaler = StandardScaler(); scaler.fit(xtrain)
        xtrain = scaler.transform(xtrain)
        xtest = scaler.transform(xtest)
    
        #for different values of lambda
        for j in range(len(lambdas)):
    
            lassofit = skl.Lasso(alpha=lambdas[j]).fit(xtrain,ztrain)
            z_pred = lassofit.predict(xtest)
    
            scores_KFold[j,k] = np.sum((z_pred - ztest)**2)/np.size(z_pred)

    estimated_mse_KFold = np.mean(scores_KFold,axis=1)
    
    return estimated_mse_KFold

#for k in range(5,10+1):
#    print('k-fold: ', k, '     ', crossvalidation_ridge(k))

estimated_mse_KFold = crossvalidation_lasso(5, nlambdas, lambdas)

plt.figure()
#plt.plot(np.log10(lambdas), estimated_mse_sklearn, label = 'cross_val_score')
plt.plot(np.log10(lambdas), estimated_mse_KFold, 'r--', label = 'KFold')
plt.xlabel('log10(lambda)'); plt.ylabel('mse')
plt.legend(); plt.show()

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638257.0573344136, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638129.5804830496, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637865.8495766055, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637320.3302831028, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636192.2268230657, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633861.0814949693, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629050.3963152543, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619152.8960921098, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598922.1168240551, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558177.2075291285, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479975.1986639715, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342811.85598474764, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186117.1642756284, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118835.59619838488, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26725.992390673608, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8649.143102496862, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638257.0573344136, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638129.5804830496, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637865.8495766055, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637320.3302831028, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636192.2268230657, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633861.0814949693, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629050.3963152543, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619152.8960921098, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598922.1168240551, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558177.2075291285, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479975.1986639715, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342811.85598474764, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186117.1642756284, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118835.59619838488, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26725.992390673608, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8649.143102496862, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638257.0573344136, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 638129.5804830496, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637865.8495766055, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637320.3302831028, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 636192.2268230657, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 633861.0814949693, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629050.3963152543, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 619152.8960921098, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 598922.1168240551, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 558177.2075291285, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 479975.1986639715, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 342811.85598474764, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 186117.1642756284, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118835.59619838488, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26725.992390673608, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8649.143102496862, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764779.2104043249, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 764325.1871066479, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 763386.167352818, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 761444.9841641486, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 757436.0942299254, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 749173.8525841347, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 732219.2091283305, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 697742.127404046, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 629007.5405507169, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 498000.7452942878, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 282045.9447467283, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 150741.04519327148, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59099.36260400643, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29696.86521150102, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 852577.2259137294, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 852255.8922153084, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 851591.0878370618, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 850215.8513017456, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 847371.8661453748, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 841493.7360465622, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 829360.1962195004, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 804381.829174726, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 751684.0627394145, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 642425.8096485976, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 463676.48432054295, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 219490.0141149991, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42635.8487433698, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17893.08128339448, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(

def crossvalidation_lassoscikit(k, n, lmb):
    kfold = KFold(n_splits = k) 
    lassofit = skl.Lasso(alpha=lmb)
    estimated_mse_folds = cross_val_score(lassofit, X, z_arr[:, np.newaxis], scoring='neg_mean_squared_error', cv=kfold)
    estimated_mse_sklearn = np.mean(-estimated_mse_folds)
    return estimated_mse_sklearn

print('        ', '      ', 'crossvalidation scikit', '    ','crossvalidation lasso')
a = 5
b = 11
lasso_owncv_mse = np.zeros(b-a)
lasso_scicv_mse = np.zeros(b-a)
for k in range(a, b):
    print('k-fold: ', k, '     ', crossvalidation_lassoscikit(k, 1, 1e-4), '       ', crossvalidation_lasso(k, 1, [1e-4]))
    lasso_owncv_mse[k-a] = crossvalidation_lasso(k, 1, [1e-4]); lasso_scicv_mse[k-a] = crossvalidation_lassoscikit(k, 1, 1e-4)
    
print(lasso_owncv_mse)
print(lasso_scicv_mse)

                crossvalidation scikit      crossvalidation lasso

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2240889.2356279786, tolerance: 4503.683448487501
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2540807.5152862566, tolerance: 4526.110213987499
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2375602.2612713827, tolerance: 3948.7517654874996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2618092.4689415935, tolerance: 3956.5253795500003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2742504.131263271, tolerance: 2548.1748228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637184.3412021003, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637184.3412021003, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637184.3412021003, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760961.3347586644, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849873.0164682185, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637184.3412021003, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(

k-fold:  5       4295.791455777168         [16572.25059623]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637184.3412021003, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 637184.3412021003, tolerance: 3199.363150775
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 760961.3347586644, tolerance: 3246.548105599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 849873.0164682185, tolerance: 1831.6100743750007
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2240889.2356279786, tolerance: 4503.683448487501
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2540807.5152862566, tolerance: 4526.110213987499
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2375602.2612713827, tolerance: 3948.7517654874996
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2618092.4689415935, tolerance: 3956.5253795500003
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2742504.131263271, tolerance: 2548.1748228875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2289694.1873092656, tolerance: 4545.596805736231
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2602009.312783637, tolerance: 4639.096767694708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2669932.803083254, tolerance: 4323.771812912517
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2197836.3697699164, tolerance: 4052.4543729989196
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2962835.952130446, tolerance: 3980.9428541996645
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2848842.655525959, tolerance: 2807.6127639548827
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387939.0249191994, tolerance: 2934.4834596338537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387939.0249191994, tolerance: 2934.4834596338537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387939.0249191994, tolerance: 2934.4834596338537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387939.0249191994, tolerance: 2934.4834596338537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616801.6121093201, tolerance: 2830.916141134114
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563054.1750129914, tolerance: 1684.9022733273328
  model = cd_fast.enet_coordinate_descent(

k-fold:  6       3569.081975714615         [4605.57061816]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387939.0249191994, tolerance: 2934.4834596338537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387939.0249191994, tolerance: 2934.4834596338537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387939.0249191994, tolerance: 2934.4834596338537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 387939.0249191994, tolerance: 2934.4834596338537
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 616801.6121093201, tolerance: 2830.916141134114
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 563054.1750129914, tolerance: 1684.9022733273328
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2289694.1873092656, tolerance: 4545.596805736231
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2602009.312783637, tolerance: 4639.096767694708
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2669932.803083254, tolerance: 4323.771812912517
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2197836.3697699164, tolerance: 4052.4543729989196
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2962835.952130446, tolerance: 3980.9428541996645
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2848842.655525959, tolerance: 2807.6127639548827
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2325770.5879906076, tolerance: 4571.792364671569
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2670468.386449509, tolerance: 4673.209427954729
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2805273.8078774423, tolerance: 4558.429572558628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2732166.696921424, tolerance: 4215.203874507057
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2479719.8498502974, tolerance: 4235.585228231451
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2993918.9959726078, tolerance: 3978.0971247783464
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2950702.2770724506, tolerance: 2994.3686523098486
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280054.2024500055, tolerance: 2756.402211764706
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280054.2024500055, tolerance: 2756.402211764706
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280054.2024500055, tolerance: 2756.402211764706
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280054.2024500055, tolerance: 2756.402211764706
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280054.2024500055, tolerance: 2756.402211764706
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507125.32903162035, tolerance: 2454.541949439776
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472213.20202682214, tolerance: 1505.6158901960787
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280054.2024500055, tolerance: 2756.402211764706
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280054.2024500055, tolerance: 2756.402211764706
  model = cd_fast.enet_coordinate_descent(

k-fold:  7       1446.622979886888         [4784.49960717]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280054.2024500055, tolerance: 2756.402211764706
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280054.2024500055, tolerance: 2756.402211764706
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 280054.2024500055, tolerance: 2756.402211764706
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 507125.32903162035, tolerance: 2454.541949439776
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 472213.20202682214, tolerance: 1505.6158901960787
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2325770.5879906076, tolerance: 4571.792364671569
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2670468.386449509, tolerance: 4673.209427954729
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2805273.8078774423, tolerance: 4558.429572558628
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2732166.696921424, tolerance: 4215.203874507057
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2479719.8498502974, tolerance: 4235.585228231451
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2993918.9959726078, tolerance: 3978.0971247783464
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2950702.2770724506, tolerance: 2994.3686523098486
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2372676.2165285423, tolerance: 4596.85550336
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2855077.4015859836, tolerance: 4704.629078217143
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2845247.505142304, tolerance: 4669.251686274288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2830089.1075671446, tolerance: 4416.806405497143
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2498069.5368831083, tolerance: 4223.057955154287
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2913869.6249115546, tolerance: 4369.439981714286
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3006350.1267401855, tolerance: 3941.516642617142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2997342.766152399, tolerance: 3183.4678354742837
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366095.7818788981, tolerance: 2145.49795296
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319301.95489422354, tolerance: 1422.9476279599999
  model = cd_fast.enet_coordinate_descent(

k-fold:  8       1217.1995657866232         [6358.95806986]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 246510.1134848725, tolerance: 2608.6893108400004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 366095.7818788981, tolerance: 2145.49795296
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 319301.95489422354, tolerance: 1422.9476279599999
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2372676.2165285423, tolerance: 4596.85550336
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2855077.4015859836, tolerance: 4704.629078217143
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2845247.505142304, tolerance: 4669.251686274288
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2830089.1075671446, tolerance: 4416.806405497143
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2498069.5368831083, tolerance: 4223.057955154287
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2913869.6249115546, tolerance: 4369.439981714286
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3006350.1267401855, tolerance: 3941.516642617142
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2997342.766152399, tolerance: 3183.4678354742837
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2421550.542257159, tolerance: 4614.032686577407
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2956059.2162258695, tolerance: 4731.551538395769
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2796792.815421297, tolerance: 4715.7558229722135
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2901619.5742164953, tolerance: 4554.462613927326
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2921092.1681232946, tolerance: 4380.837978827765
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2465244.4245187184, tolerance: 4318.428405894927
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3106097.543256131, tolerance: 4402.889023579704
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3024885.3586975886, tolerance: 3931.7114082573976
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3044325.3117352626, tolerance: 3330.9768136573293
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247695.39504699808, tolerance: 1996.6788283078313
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207275.21287187684, tolerance: 1404.0748263276323
  model = cd_fast.enet_coordinate_descent(

k-fold:  9       1109.3397473220145         [9855.47934504]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 224637.60897362194, tolerance: 2467.96641530153
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 247695.39504699808, tolerance: 1996.6788283078313
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207275.21287187684, tolerance: 1404.0748263276323
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2421550.542257159, tolerance: 4614.032686577407
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2956059.2162258695, tolerance: 4731.551538395769
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2796792.815421297, tolerance: 4715.7558229722135
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2901619.5742164953, tolerance: 4554.462613927326
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2921092.1681232946, tolerance: 4380.837978827765
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2465244.4245187184, tolerance: 4318.428405894927
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3106097.543256131, tolerance: 4402.889023579704
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3024885.3586975886, tolerance: 3931.7114082573976
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3044325.3117352626, tolerance: 3330.9768136573293
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2475386.7109459043, tolerance: 4636.497303288888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2994625.0440536323, tolerance: 4743.903685155557
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2805749.55412746, tolerance: 4728.9853344
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3009169.1401302367, tolerance: 4670.320819155553
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2935780.0958704036, tolerance: 4484.594943455557
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2751146.6999643925, tolerance: 4335.79837678889
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2744259.484839268, tolerance: 4458.008895455555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3148174.378514842, tolerance: 4375.9432724888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3044269.0410027984, tolerance: 3947.4452052888896
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3076266.5938466955, tolerance: 3477.612595555552
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183148.55575590947, tolerance: 1887.0197551999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 149930.83965611737, tolerance: 1418.5670062000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(

k-fold:  10       1040.8232401669713         [16777.63638913]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 207810.56745079186, tolerance: 2310.2512808
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 183148.55575590947, tolerance: 1887.0197551999997
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 149930.83965611737, tolerance: 1418.5670062000004
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2475386.7109459043, tolerance: 4636.497303288888
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2994625.0440536323, tolerance: 4743.903685155557
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2805749.55412746, tolerance: 4728.9853344
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3009169.1401302367, tolerance: 4670.320819155553
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2935780.0958704036, tolerance: 4484.594943455557
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2751146.6999643925, tolerance: 4335.79837678889
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2744259.484839268, tolerance: 4458.008895455555
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3148174.378514842, tolerance: 4375.9432724888875
  model = cd_fast.enet_coordinate_descent(
/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3044269.0410027984, tolerance: 3947.4452052888896
  model = cd_fast.enet_coordinate_descent(

[16572.25059623  4605.57061816  4784.49960717  6358.95806986
  9855.47934504 16777.63638913]
[4295.79145578 3569.08197571 1446.62297989 1217.19956579 1109.33974732
 1040.82324017]

/home/jeb/.local/lib/python3.8/site-packages/sklearn/linear_model/_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3076266.5938466955, tolerance: 3477.612595555552
  model = cd_fast.enet_coordinate_descent(